ARMA Modeling using cumulant and autocorrelation statistics. - Georgios B. Giannakis; Jerry M. Mendel; W. Wang (ICASSP, 1987)

A fast prediction-error detector for estimating sparse-spike sequences. - Georgios B. Giannakis; Jerry M. Mendel; Xiaofeng Zhao (ICASSP, 1987)

Cumulants: A powerful tool in signal processing. - Georgios B. Giannakis (Proc. IEEE, 1987)

Maximum entropy extrapolation of cumulant statistics: linear processes. - Georgios B. Giannakis; Ananthram Swami; Jerry M. Mendel (ICASSP, 1988)

Cumulant based parameter estimation of multichannel moving-average processes. - Yujiro Inouye; Georgios B. Giannakis; Jerry M. Mendel (ICASSP, 1988)

ARMA modeling and phase reconstruction of multidimensional non-Gaussian processes using cumulants. - Ananthram Swami; Georgios B. Giannakis (ICASSP, 1988)

A unified approach to modeling multichannel ARMA processes. - Ananthram Swami; Georgios B. Giannakis; Jerry M. Mendel (ICASSP, 1989)

Comments, with reply, on 'Cumulants: a powerful tool in signal processing' by G.B. Giannakis. - Jitendra K. Tugnait; Georgios B. Giannakis (Proc. IEEE, 1989)

Identification of nonminimum phase systems using higher order statistics. - Georgios B. Giannakis; Jerry M. Mendel (IEEE Trans. Acoust. Speech Signal Process., 1989)

Linear and non-linear adaptive noise cancelers. - Georgios B. Giannakis; Amod V. Dandawate (ICASSP, 1990)

FIR modeling using log-bispectra: weighted least-squares algorithms and performance analysis. - Maria Rangoussi; Georgios B. Giannakis (ICASSP, 1990)

Lessons in digital estimation theory: Jerry M. Mendel. - Georgios B. Giannakis (Autom., 1990)

Linear modeling of multidimensional non-gaussian processes using cumulants. - Ananthram Swami; Georgios B. Giannakis; Jerry M. Mendel (Multidimens. Syst. Signal Process., 1990)

Cumulant-based order determination of non-Gaussian ARMA models. - Georgios B. Giannakis; Jerry M. Mendel (IEEE Trans. Acoust. Speech Signal Process., 1990)

On estimating noncausal nonminimum phase ARMA models of non-Gaussian processes. - Georgios B. Giannakis; Ananthram Swami (IEEE Trans. Acoust. Speech Signal Process., 1990)

Signal detection and classification using matched filtering and higher order statistics. - Georgios B. Giannakis; Michail K. Tsatsanis (IEEE Trans. Acoust. Speech Signal Process., 1990)

Noise insensitive image motion estimation using cumulants. - John M. M. Anderson; Georgios B. Giannakis (ICASSP, 1991)

Strongly consistent output only and input/output identification in the presence of Gaussian noise. - Anastasios Delopoulos; Georgios B. Giannakis (ICASSP, 1991)

HOS or SOS for parametric modeling? - Georgios B. Giannakis; Michail K. Tsatsanis (ICASSP, 1991)

Texture model validation using higher-order statistics. - Thomas E. Hall; Georgios B. Giannakis (ICASSP, 1991)

Cyclic-cumulant based identification of almost periodically time-varying systems: parametric methods. - Amod V. Dandawate; Georgios B. Giannakis (ICASSP, 1992)

Identifiability of general ARMA processes using linear cumulant-based estimators. - Georgios B. Giannakis; Ananthram Swami (Autom., 1992)

Object and Texture Classification Using Higher Order Statistics. - Michail K. Tsatsanis; Georgios B. Giannakis (IEEE Trans. Pattern Anal. Mach. Intell., 1992)

A unifying maximum-likelihood view of cumulant and polyspectral measures for non-Gaussian signal classification and estimation. - Georgios B. Giannakis; Michail K. Tsatsanis (IEEE Trans. Inf. Theory, 1992)

Strongly consistent identification algorithms and noise insensitive MSE criteria. - Anastasios N. Delopoulos; Georgios B. Giannakis (IEEE Trans. Signal Process., 1992)

Counterexamples to 'On estimating noncausal nonminimum phase ARMA models of non-Gaussian processes' [and reply]. - Jitendra K. Tugnait; Georgios B. Giannakis; Ananthram Swami (IEEE Trans. Signal Process., 1992)

Information theoretic criteria for non-Gaussian ARMA order determination and parameter estimation. - Georgios B. Giannakis; Sanyogita Shamsunder (ICASSP (4), 1993)

Detection in colored non-Gaussian noise using cumulants. - Brian M. Sadler; Georgios B. Giannakis (ICASSP (4), 1993)

Blind equalization of rapidly fading channels via exploitation of cyclostationarity and higher-order statistics. - Michail K. Tsatsanis; Georgios B. Giannakis (ICASSP (4), 1993)

Modeling of non-Gaussian array data using cumulants: DOA estimation of more sources with less sensors. - Sanyogita Shamsunder; Georgios B. Giannakis (Signal Process., 1993)

Nonparametric cyclic- polyspectral analysis of AM signals and processes with missing observations. - Amod V. Dandawate; Georgios B. Giannakis (IEEE Trans. Inf. Theory, 1993)

Time-varying system identification and model validation using wavelets. - Michail K. Tsatsanis; Georgios B. Giannakis (IEEE Trans. Signal Process., 1993)

Extraction of almost periodic signals using cyclostationarity. - Amod V. Dandawate; Georgios B. Giannakis (ICASSP (4), 1994)

Self coupled harmonics: stationary and cyclostationary approaches. - Guotong Zhou; Georgios B. Giannakis (ICASSP (4), 1994)

Spatio-Temporal Approach for Time-Varying Image Motion Estimation. - Wei-Ge Chen; Georgios B. Giannakis; N. Nandhakumar (ICIP (2), 1994)

Image Modeling Using Inverse Filtering Criteria with Application to Texture Images. - Thomas E. Hall; Georgios B. Giannakis (ICIP (3), 1994)

Consistent identification of stochastic linear systems with noisy input-output data. - Anastasios N. Delopoulos; Georgios B. Giannakis (Autom., 1994)

Nonparametric polyspectral estimators for kth-order (almost) cyclostationary processes. - Amod V. Dandawate; Georgios B. Giannakis (IEEE Trans. Inf. Theory, 1994)

Statistical tests for presence of cyclostationarity. - Amod V. Dandawate; Georgios B. Giannakis (IEEE Trans. Signal Process., 1994)

Time-domain tests for Gaussianity and time-reversibility. - Georgios B. Giannakis; Michail K. Tsatsanis (IEEE Trans. Signal Process., 1994)

Parameter estimation of cyclostationary AM time series with application to missing observations. - Georgios B. Giannakis; Guotong Zhou (IEEE Trans. Signal Process., 1994)

Estimation and detection in non-Gaussian noise using higher order statistics. - Brian M. Sadler; Georgios B. Giannakis; Keh-Shin Lii (IEEE Trans. Signal Process., 1994)

Detection and parameter estimation of multiple nonGaussian sources via higher order statistics. - Sanyogita Shamsunder; Georgios B. Giannakis (IEEE Trans. Signal Process., 1994)

Signal selective localization of nonGaussian cyclostationary sources. - Sanyogita Shamsunder; Georgios B. Giannakis (IEEE Trans. Signal Process., 1994)

Multichannel ARMA processes. - Ananthram Swami; Georgios B. Giannakis; Sanyogita Shamsunder (IEEE Trans. Signal Process., 1994)

Velocity and acceleration estimation of Doppler weather radar/lidar signals in colored noise. - Wei-Ge Chen; Guotong Zhou; Georgios B. Giannakis (ICASSP, 1995)

Blind fractionally-spaced equalization of noisy FIR channels: adaptive and optimal solutions. - Georgios B. Giannakis; Steven D. Halford (ICASSP, 1995)

Multirate filter banks for code-division multiple access systems. - Michail K. Tsatsanis; Georgios B. Giannakis (ICASSP, 1995)

2-D harmonic retrieval using higher-order statistics. - John M. M. Anderson; Georgios B. Giannakis (Multidimens. Syst. Signal Process., 1995)

Cumulant-based autocorrelation estimates of non-Gaussian linear processes. - Georgios B. Giannakis; Anastasios N. Delopoulos (Signal Process., 1995)

Polyspectral and cyclostationary approaches for identification of closed-loop systems. - Georgios B. Giannakis (IEEE Trans. Autom. Control., 1995)

Image motion estimation algorithms using cumulants. - John M. M. Anderson; Georgios B. Giannakis (IEEE Trans. Image Process., 1995)

Bispectral analysis and model validation of texture images. - Thomas E. Hall; Georgios B. Giannakis (IEEE Trans. Image Process., 1995)

Asymptotic theory of mixed time averages and k th-order cyclic-moment and cumulant statistics. - Amod V. Dandawate; Georgios B. Giannakis (IEEE Trans. Inf. Theory, 1995)

Harmonic retrieval using higher order statistics: a deterministic formulation. - John M. M. Anderson; Georgios B. Giannakis; Ananthram Swami (IEEE Trans. Signal Process., 1995)

Harmonics in multiplicative and additive noise: parameter estimation using cyclic statistics. - Georgios B. Giannakis; Guotong Zhou (IEEE Trans. Signal Process., 1995)

Estimating random amplitude polynomial phase signals: a cyclostationary approach. - Sanyogita Shamsunder; Georgios B. Giannakis; Benjamin Friedlander (IEEE Trans. Signal Process., 1995)

Principal component filter banks for optimal multiresolution analysis. - Michail K. Tsatsanis; Georgios B. Giannakis (IEEE Trans. Signal Process., 1995)

Retrieval of self-coupled harmonics. - Guotong Zhou; Georgios B. Giannakis (IEEE Trans. Signal Process., 1995)

Harmonics in Gaussian multiplicative and additive noise: Cramer-Rao bounds. - Guotong Zhou; Georgios B. Giannakis (IEEE Trans. Signal Process., 1995)

Harmonics in multiplicative and additive noise: performance analysis of cyclic estimators. - Guotong Zhou; Georgios B. Giannakis (IEEE Trans. Signal Process., 1995)

Blurs and perfect image restoration. - Georgios B. Giannakis; Robert W. Heath Jr. (ICIP (1), 1996)

Editorial. - Ananthram Swami; Georgios B. Giannakis (Signal Process., 1996)

Estimation and equalization of fading channels with random coefficients. - Michail K. Tsatsanis; Georgios B. Giannakis; Guotong Zhou (Signal Process., 1996)

Equalization of rapidly fading channels: self-recovering methods. - Michail K. Tsatsanis; Georgios B. Giannakis (IEEE Trans. Commun., 1996)

Spatiotemporal approach for time-varying global image motion estimation. - Wei-Ge Chen; Georgios B. Giannakis; N. Nandhakumar (IEEE Trans. Image Process., 1996)

Image modeling using inverse filtering criteria with application to textures. - Thomas E. Hall; Georgios B. Giannakis (IEEE Trans. Image Process., 1996)

Polyspectral analysis of mixed processes and coupled harmonics. - Guotong Zhou; Georgios B. Giannakis (IEEE Trans. Inf. Theory, 1996)

Noisy input/output system identification using cumulants and the Steiglitz-McBride algorithm. - John M. M. Anderson; Georgios B. Giannakis (IEEE Trans. Signal Process., 1996)

Modeling (almost) periodic moving average processes using cyclic statistics. - Amod V. Dandawate; Georgios B. Giannakis (IEEE Trans. Signal Process., 1996)

Optimal decorrelating receivers for DS-CDMA systems: a signal processing framework. - Michail K. Tsatsanis; Georgios B. Giannakis (IEEE Trans. Signal Process., 1996)

On polynomial phase signals with time-varying amplitudes. - Guotong Zhou; Georgios B. Giannakis; Ananthram Swami (IEEE Trans. Signal Process., 1996)

Expert Summaries. - Rama Chellapa; Renato De Mori; Georgios B. Giannakis; Hans Georg Musmann; Hermann Ney; Mark J. T. Smith; John R. Treichler; Michael D. Zoltowski (ICASSP, 1997)

Adaptive blind equalization of time-varying channels. - Georgios B. Giannakis; Cihan Tepedelenlioglu; Hui Liu 011 (ICASSP, 1997)

Cyclostationarity in partial response signaling: a novel framework for blind equalization. - Michail K. Tsatsanis; Georgios B. Giannakis (ICASSP, 1997)

Bibliography on higher-order statistics. - Ananthram Swami; Georgios B. Giannakis; Guotong Zhou (Signal Process., 1997)

Filterbanks for blind channel identification and equalization. - Georgios B. Giannakis (IEEE Signal Process. Lett., 1997)

Multichannel blind signal separation and reconstruction. - Sanyogita Shamsunder; Georgios B. Giannakis (IEEE Trans. Speech Audio Process., 1997)

Asymptotically optimal blind fractionally spaced channel estimation and performance analysis. - Georgios B. Giannakis; Steven D. Halford (IEEE Trans. Signal Process., 1997)

Blind fractionally spaced equalization of noisy FIR channels: direct and adaptive solutions. - Georgios B. Giannakis; Steven D. Halford (IEEE Trans. Signal Process., 1997)

Linear multichannel blind equalizers of nonlinear FIR Volterra channels. - Georgios B. Giannakis; Erchin Serpedin (IEEE Trans. Signal Process., 1997)

Blind estimation of direct sequence spread spectrum signals in multipath. - Michail K. Tsatsanis; Georgios B. Giannakis (IEEE Trans. Signal Process., 1997)

Transmitter induced cyclostationarity for blind channel equalization. - Michail K. Tsatsanis; Georgios B. Giannakis (IEEE Trans. Signal Process., 1997)

Subspace methods for blind estimation of time-varying FIR channels. - Michail K. Tsatsanis; Georgios B. Giannakis (IEEE Trans. Signal Process., 1997)

Performance analysis of blind channel estimators based on non-redundant periodic modulation precoders. - Antoine Chevreuil; Erchin Serpedin; Philippe Loubaton; Georgios B. Giannakis (ICASSP, 1998)

Self-recovering multirate equalizers using redundant filterbank precoders. - Anna Scaglione; Georgios B. Giannakis; Sergio Barbarossa (ICASSP, 1998)

Redundant filterbank precoders and equalizers: unification and optimal designs. - Anna Scaglione; Georgios B. Giannakis; Sergio Barbarossa (ICC, 1998)

Basis expansion models and diversity techniques for blind identification and equalization of time-varying channels. - Georgios B. Giannakis; Cihan Tepedelenlioglu (Proc. IEEE, 1998)

Highlights of statistical signal and array processing. - Alfred O. Hero III; Hagit Messer; Janina Goldberg; David J. Thomson; Moeness G. Amin; Georgios B. Giannakis; Ananthram Swami; Jitendra K. Tugnait; Arye Nehorai; A. Lee Swindlehurst; Jean-François Cardoso; Lang Tong 001; et al. (IEEE Signal Process. Mag., 1998)

Frequency offset and symbol timing recovery in flat-fading channels: a cyclostationary approach. - Fulvio Gini; Georgios B. Giannakis (IEEE Trans. Commun., 1998)

A harmonic retrieval framework for discontinuous motion estimation. - Wei-Ge Chen; Georgios B. Giannakis; N. Nandhakumar (IEEE Trans. Image Process., 1998)

Product high-order ambiguity function for multicomponent polynomial-phase signal modeling. - Sergio Barbarossa; Anna Scaglione; Georgios B. Giannakis (IEEE Trans. Signal Process., 1998)

Blind identification of ARMA channels with periodically modulated inputs. - Georgios B. Giannakis; Erchin Serpedin (IEEE Trans. Signal Process., 1998)

Generalized differential encoding: a nonlinear signal processing perspective. - Fulvio Gini; Georgios B. Giannakis (IEEE Trans. Signal Process., 1998)

Deterministic approaches for blind equalization of time-varying channels with antenna arrays. - Hui Liu 011; Georgios B. Giannakis (IEEE Trans. Signal Process., 1998)

Blind channel identification and equalization with modulation-induced cyclostationarity. - Erchin Serpedin; Georgios B. Giannakis (IEEE Trans. Signal Process., 1998)

Mutually orthogonal transceivers for blind uplink CDMA irrespective of multipath channel nulls. - Georgios B. Giannakis; Zhengdao Wang; Anna Scaglione; Sergio Barbarossa (ICASSP, 1999)

Fading-resistant and MUI-free codes for CDMA systems. - Anna Scaglione; Sergio Barbarossa; Georgios B. Giannakis (ICASSP, 1999)

Non-data aided joint estimation of carrier frequency offset and channel using periodic modulation precoders: performance analysis. - Erchin Serpedin; Antoine Chevreuil; Georgios B. Giannakis; Philippe Loubaton (ICASSP, 1999)

Block redundant constant modulus algorithm for channel-irrespective blind identifiability. - Anna Scaglione; Yan Lin; Georgios B. Giannakis (NSIP, 1999)

Minimum redundancy filterbank precoder for blind channel identification irrespective of channel nulls. - Anna Scaglione; Georgios B. Giannakis; Sergio Barbarossa (WCNC, 1999)

Design of user codes in QS-CDMA systems for MUI elimination in unknown multipath. - Anna Scaglione; Georgios B. Giannakis (IEEE Commun. Lett., 1999)

Highlights of Signal Processing for Communications. - Georgios B. Giannakis (IEEE Signal Process. Mag., 1999)

Filterbank Transceivers Optimizing Information Rate in Block Transmissions over Dispersive Channels. - Anna Scaglione; Sergio Barbarossa; Georgios B. Giannakis (IEEE Trans. Inf. Theory, 1999)

Improved estimation of hyperbolic frequency modulated chirp signals. - Olivier Besson; Georgios B. Giannakis; Fulvio Gini (IEEE Trans. Signal Process., 1999)

Direct blind equalizers of multiple FIR channels: a deterministic approach. - Georgios B. Giannakis; Cihan Tepedelenlioglu (IEEE Trans. Signal Process., 1999)

Hybrid FM-polynomial phase signal modeling: parameter estimation and Cramer-Rao bounds. - Fulvio Gini; Georgios B. Giannakis (IEEE Trans. Signal Process., 1999)

Exploiting input cyclostationarity for blind channel identification in OFDM systems. - Robert W. Heath Jr.; Georgios B. Giannakis (IEEE Trans. Signal Process., 1999)

Redundant filterbank precoders and equalizers. I. Unification and optimal designs. - Anna Scaglione; Georgios B. Giannakis; Sergio Barbarossa (IEEE Trans. Signal Process., 1999)

Redundant filterbank precoders and equalizers. II. Blind channel estimation, synchronization, and direct equalization. - Anna Scaglione; Georgios B. Giannakis; Sergio Barbarossa (IEEE Trans. Signal Process., 1999)

A simple proof of a known blind channel identifiability result. - Erchin Serpedin; Georgios B. Giannakis (IEEE Trans. Signal Process., 1999)

Asymptotic analysis of blind cyclic correlation based symbol rate estimation. - Philippe Ciblat; Philippe Loubaton; Erchin Serpedin; Georgios B. Giannakis (EUSIPCO, 2000)

Optimal transmit-diversity precoders for random fading channels. - Georgios B. Giannakis; Shengli Zhou (GLOBECOM, 2000)

All-digital PAM impulse radio for multiple-access through frequency-selective multipath. - Christophe J. Le Martret; Georgios B. Giannakis (GLOBECOM, 2000)

Performance of non-data aided carrier offset estimation for non-circular transmissions through frequency-selective channels. - Philippe Ciblat; Philippe Loubaton; Erchin Serpedin; Georgios B. Giannakis (ICASSP, 2000)

Recovering clipped OFDM symbols with Bayesian inference. - David Declercq; Georgios B. Giannakis (ICASSP, 2000)

Wideband generalized multicarrier CDMA over frequency-selective wireless channels. - Georgios B. Giannakis; Paul A. Anghel; Zhengdao Wang (ICASSP, 2000)

Reduced complexity equalizers for zero-padded OFDM transmissions. - Bertrand Muquet; Marc de Courville; Georgios B. Giannakis; Z. Wang; Pierre Duhamel (ICASSP, 2000)

Robust OFDM transmissions over frequency-selective channels with multiplicative time-selective effects. - Anna Scaglione; Sergio Barbarossa; Georgios B. Giannakis (ICASSP, 2000)

OFDM with Trailing Zeros versus OFDM with Cyclic Prefix: Links, Comparisons, and Application to the HiperLAN/2 System. - Bertrand Muquet; Marc de Courville; Pierre Duhamel; Georgios B. Giannakis (ICC (2), 2000)

Block Spreading for MUI/ISI-Resilient Generalized Multi-Carrier CDMA with Multirate Capabilities. - Zhengdao Wang; Georgios B. Giannakis (ICC (3), 2000)

Packet Fair Queueing Scheduling Based on Multirate Multipath-Transparent CDMA for Wireless Networks. - Anastasios Stamoulis; Georgios B. Giannakis (INFOCOM, 2000)

Multiuser decision-feedback equalization of block-spread multirate transmissions for QoS wireless networking. - Anastasios Stamoulis; Georgios B. Giannakis (WCNC, 2000)

A spectral moment approach to velocity estimation in mobile communications. - Cihan Tepedelenlioglu; Georgios B. Giannakis (WCNC, 2000)

Generalized frequency hopping OFDMA through unknown frequency-selective multipath channels. - Shengli Zhou; Georgios B. Giannakis (WCNC, 2000)

Load-Adaptive MUI/ISI-Resilient Generalized Multi-Carrier CDMA with Linear and DF Receivers. - Georgios B. Giannakis; Anastasios Stamoulis; Zhengdao Wang; Paul A. Anghel (Eur. Trans. Telecommun., 2000)

Signal processing advances in wireless and mobile communications. - Georgios B. Giannakis (IEEE Signal Process. Mag., 2000)

Wireless multicarrier communications. - Zhendao Wang; Georgios B. Giannakis (IEEE Signal Process. Mag., 2000)

AMOUR-generalized multicarrier transceivers for blind CDMA regardless of multipath. - Georgios B. Giannakis; Zhengdao Wang; Anna Scaglione; Sergio Barbarossa (IEEE Trans. Commun., 2000)

Blind identification of multichannel FIR blurs and perfect image restoration. - Georgios B. Giannakis; Robert W. Heath Jr. (IEEE Trans. Image Process., 2000)

Blind channel identification and equalization using periodic modulation precoders: performance analysis. - Antoine Chevreuil; Erchin Serpedin; Philippe Loubaton; Georgios B. Giannakis (IEEE Trans. Signal Process., 2000)

Lagrange/Vandermonde MUI eliminating user codes for quasi-synchronous CDMA in unknown multipath. - Anna Scaglione; Georgios B. Giannakis; Sergio Barbarossa (IEEE Trans. Signal Process., 2000)

Blind channel and carrier frequency offset estimation using periodic modulation precoders. - Erchin Serpedin; Antoine Chevreuil; Georgios B. Giannakis; Philippe Loubaton (IEEE Trans. Signal Process., 2000)

Parallel factor analysis in sensor array processing. - Nicholas D. Sidiropoulos; Rasmus Bro; Georgios B. Giannakis (IEEE Trans. Signal Process., 2000)

Blind PARAFAC receivers for DS-CDMA systems. - Nicholas D. Sidiropoulos; Georgios B. Giannakis; Rasmus Bro (IEEE Trans. Signal Process., 2000)

Transmitter redundancy for blind estimation and equalization of time- and frequency-selective channels. - Cihan Tepedelenlioglu; Georgios B. Giannakis (IEEE Trans. Signal Process., 2000)

Space-time constellation-rotating codes maximizing diversity and coding gains. - Yan Xin 001; Zhengdao Wang; Georgios B. Giannakis (GLOBECOM, 2001)

Optimized null-subcarrier selection for CFO estimation in OFDM over frequency-selective fading channels. - Mounir Ghogho; Ananthram Swami; Georgios B. Giannakis (GLOBECOM, 2001)

Multiuser spreading codes retaining orthogonality through unknown time- and frequency-selective fading. - Geert Leus; Shengli Zhou; Georgios B. Giannakis (GLOBECOM, 2001)

Space-time coded transmissions with maximum diversity gains over frequency-selective multipath fading channels. - Shengli Zhou; Georgios B. Giannakis (GLOBECOM, 2001)

Space-time diversity systems based on unitary constellation-rotating precoders. - Yan Xin 001; Zhengdao Wang; Georgios B. Giannakis (ICASSP, 2001)

Channel-independent non-data aided synchronization of generalized multiuser OFDM. - Massimiliano Pompili; Sergio Barbarossa; Georgios B. Giannakis (ICASSP, 2001)

Performance analysis of moment-based estimators for the K parameter of the Rice fading distribution. - Cihan Tepedelenlioglu; Ali Abdi; Georgios B. Giannakis; Mostafa Kaveh (ICASSP, 2001)

Comparison of digital multi-carrier with direct sequence spread spectrum in the presence of multipath. - Shengli Zhou; Georgios B. Giannakis; Ananthram Swami (ICASSP, 2001)

Time and frequency synchronization of orthogonal frequency division multiple access systems. - Sergio Barbarossa; Massimiliano Pompili; Georgios B. Giannakis (ICC, 2001)

Non-data-aided frequency-offset and channel estimation in OFDM: and related block transmissions. - Xiaoli Ma; Georgios B. Giannakis; Sergio Barbarossa (ICC, 2001)

Superimposed training on redundant precoding for low-complexity recovery of block transmissions. - Shuichi Ohno; Georgios B. Giannakis (ICC, 2001)

On the estimation of the K parameter for the Rice fading distribution. - Ali Abdi; Cihan Tepedelenlioglu; Mostafa Kaveh; Georgios B. Giannakis (IEEE Commun. Lett., 2001)

Joint symbol timing and channel estimation for OFDM based WLANs. - Erik G. Larsson; Guoqing Liu; Jian Li 001; Georgios B. Giannakis (IEEE Commun. Lett., 2001)

Transmit antennae space-time block coding for generalized OFDM in the presence of unknown multipath. - Zhiqiang Liu; Georgios B. Giannakis; Sergio Barbarossa; Anna Scaglione (IEEE J. Sel. Areas Commun., 2001)

Non-data-aided carrier offset estimators for OFDM with null subcarriers: identifiability, algorithms, and performance. - Xiaoli Ma; Cihan Tepedelenlioglu; Georgios B. Giannakis; Sergio Barbarossa (IEEE J. Sel. Areas Commun., 2001)

A bibliography on nonlinear system identification. - Georgios B. Giannakis; Erchin Serpedin (Signal Process., 2001)

Carrier frequency offset estimation for OFDM-based WLANs. - Jian Li 001; Guoqing Liu; Georgios B. Giannakis (IEEE Signal Process. Lett., 2001)

Space-time coding with maximum diversity gains over frequency-selective fading channels. - Shengli Zhou; Georgios B. Giannakis (IEEE Signal Process. Lett., 2001)

Space-time block-coded multiple access through frequency-selective fading channels. - Zhiqiang Liu; Georgios B. Giannakis (IEEE Trans. Commun., 2001)

Double differential space-time block coding for time-selective fading channels. - Zhiqiang Liu; Georgios B. Giannakis; Brian L. Hughes (IEEE Trans. Commun., 2001)

Block FIR decision-feedback equalizers for filterbank precoded transmissions with blind channel estimation capabilities. - Anastasios Stamoulis; Georgios B. Giannakis; Anna Scaglione (IEEE Trans. Commun., 2001)

Block precoding for MUI/ISI-resilient generalized multicarrier CDMA with multirate capabilities. - Zhengdao Wang; Georgios B. Giannakis (IEEE Trans. Commun., 2001)

Finite-alphabet based channel estimation for OFDM and related multicarrier systems. - Shengli Zhou; Georgios B. Giannakis (IEEE Trans. Commun., 2001)

Long codes for generalized FH-OFDMA through unknown multipath channels. - Shengli Zhou; Georgios B. Giannakis; Anna Scaglione (IEEE Trans. Commun., 2001)

Time-averaged subspace methods for radar clutter texture retrieval. - Fulvio Gini; Georgios B. Giannakis; Maria Greco 001; G. Tong Zhou (IEEE Trans. Signal Process., 2001)

Performance analysis of blind carrier phase estimators for general QAM constellations. - Erchin Serpedin; Philippe Ciblat; Georgios B. Giannakis; Philippe Loubaton (IEEE Trans. Signal Process., 2001)

On velocity estimation and correlation properties of narrow-band mobile communication channels. - Cihan Tepedelenlioglu; Georgios B. Giannakis (IEEE Trans. Veh. Technol., 2001)

Space-time coding for broadband wireless communications. - Zhiqiang Liu; Georgios B. Giannakis; Shengli Zhou; Bertrand Muquet (Wirel. Commun. Mob. Comput., 2001)

Estimation of Doppler spread and signal strength in mobile communications with applications to handoff and adaptive transmission. - Cihan Tepedelenlioglu; Ali Abdi; Georgios B. Giannakis; Mostafa Kaveh (Wirel. Commun. Mob. Comput., 2001)

Layered space-time OFDM with high-performance and high-rate. - Yan Xin 001; Georgios B. Giannakis (EUSIPCO, 2002)

Bayesian estimation of clipped Gaussian processes with application to OFDM. - Paolo Banelli; Geert Leus; Georgios B. Giannakis (EUSIPCO, 2002)

Space-time-multipath coding using digital phase sweeping. - Xiaoli Ma; Georgios B. Giannakis (GLOBECOM, 2002)

What determines average and outage performance in fading channels? - Zhengdao Wang; Georgios B. Giannakis (GLOBECOM, 2002)

Space-Time-Doppler coding over time-selective fading channels with maximum diversity and coding gains. - Georgios B. Giannakis; Xiaoli Ma; Geert Leus; Shengli Zhou (ICASSP, 2002)

Chip-Interleaved Block-Spread CDMA or DS-CDMA for cellular downlink? - Geert Leus; Pengfei Xia; Shengli Zhou; Georgios B. Giannakis (ICASSP, 2002)

Space-time-frequency block coded OFDM with subcarrier grouping and constellation precoding. - Zhiqiang Liu; Yan Xin 001; Georgios B. Giannakis (ICASSP, 2002)

Optimal training for block transmissions over doubly-selective fading channels. - Xiaoli Ma; Georgios B. Giannakis; Shuichi Ohno (ICASSP, 2002)

Optimal transmitter eigen-beamforming and space time block coding based on channel mean. - Shengli Zhou; Georgios B. Giannakis (ICASSP, 2002)

Multi-carrier multiple access is sum-rate optimal for block transmissions over circulant ISI channels. - Shuichi Ohno; Paul A. Anghel; Georgios B. Giannakis; Zhi-Quan Luo (ICC, 2002)

Block-spreading codes for impulse radio multiple access through ISI channels. - Liuqing Yang 001; Georgios B. Giannakis (ICC, 2002)

Chip-interleaved block-spread CDMA for the downlink with inter-cell interference and soft hand-off. - Shengli Zhou; Pengfei Xia; Geert Leus; Georgios B. Giannakis (ISCAS (1), 2002)

Space-time-frequency trellis coding for frequency-selective fading channels. - Zhiqiang Liu; Yan Xin 001; Georgios B. Giannakis (VTC Spring, 2002)

Turbo decoding of error control coded and unitary precoded OFDM. - Shengli Zhou; Zhengdao Wang; Nachiket Bapat; Georgios B. Giannakis (VTC Spring, 2002)

High-rate layered space-time transmissions based on constellation-rotation. - Yan Xin 001; Zhiqiang Liu; Georgios B. Giannakis (WCNC, 2002)

Maximum-diversity transmissions over time-selective wireless channels. - Xiaoli Ma; Georgios B. Giannakis (WCNC, 2002)

Optimality of single-carrier zero-padded block transmissions. - Zhengdao Wang; Xiaoli Ma; Georgios B. Giannakis (WCNC, 2002)

High-rate space-time layered OFDM. - Yan Xin 001; Georgios B. Giannakis (IEEE Commun. Lett., 2002)

Channel-independent synchronization of orthogonal frequency division multiple access systems. - Sergio Barbarossa; Massimiliano Pompili; Georgios B. Giannakis (IEEE J. Sel. Areas Commun., 2002)

Multistage block-spreading for impulse radio multiple access through ISI channels. - Liuqing Yang 001; Georgios B. Giannakis (IEEE J. Sel. Areas Commun., 2002)

Space-time coding and Kalman filtering for time-selective fading channels. - Zhiqiang Liu; Xiaoli Ma; Georgios B. Giannakis (IEEE Trans. Commun., 2002)

All-digital impulse radio with multiuser detection for wireless cellular systems. - Christophe J. Le Martret; Georgios B. Giannakis (IEEE Trans. Commun., 2002)

Turbo demodulation of zero-padded OFDM transmissions. - Bertrand Muquet; Marc de Courville; Pierre Duhamel; Georgios B. Giannakis; Pierre Magniez (IEEE Trans. Commun., 2002)

Cyclic prefixing or zero padding for wireless multicarrier transmissions? - Bertrand Muquet; Zhengdao Wang; Georgios B. Giannakis; Marc de Courville; Pierre Duhamel (IEEE Trans. Commun., 2002)

Optimal training and redundant precoding for block transmissions with application to wireless OFDM. - Shuichi Ohno; Georgios B. Giannakis (IEEE Trans. Commun., 2002)

Chip-interleaved block-spread code division multiple access. - Shengli Zhou; Georgios B. Giannakis; Christophe J. Le Martret (IEEE Trans. Commun., 2002)

Digital multi-carrier spread spectrum versus direct sequence spread spectrum for resistance to jamming and multipath. - Shengli Zhou; Georgios B. Giannakis; Ananthram Swami (IEEE Trans. Commun., 2002)

Asymptotic analysis of blind cyclic correlation-based symbol-rate estimators. - Philippe Ciblat; Philippe Loubaton; Erchin Serpedin; Georgios B. Giannakis (IEEE Trans. Inf. Theory, 2002)

Guest editorial. - Naofal Al-Dhahir; Georgios B. Giannakis; Bertrand M. Hochwald; Brian L. Hughes; Thomas L. Marzetta (IEEE Trans. Signal Process., 2002)

Performance analysis of a deterministic channel estimator for block transmission systems with null guard intervals. - Sergio Barbarossa; Anna Scaglione; Georgios B. Giannakis (IEEE Trans. Signal Process., 2002)

Performance analysis of blind carrier frequency offset estimators for noncircular transmissions through frequency-selective channels. - Philippe Ciblat; Philippe Loubaton; Erchin Serpedin; Georgios B. Giannakis (IEEE Trans. Signal Process., 2002)

Capon multiuser receiver for CDMA systems with space-time coding. - Hongbin Li; Xuguang Lu; Georgios B. Giannakis (IEEE Trans. Signal Process., 2002)

Space-time-frequency coded OFDM over frequency-selective fading channels. - Zhiqiang Liu; Yan Xin 001; Georgios B. Giannakis (IEEE Trans. Signal Process., 2002)

Optimal designs for space-time linear precoders and decoders. - Anna Scaglione; Petre Stoica; Sergio Barbarossa; Georgios B. Giannakis; Hemanth Sampath (IEEE Trans. Signal Process., 2002)

Space-time block-coded OFDMA with linear precoding for multirate services. - Anastasios Stamoulis; Zhiqiang Liu; Georgios B. Giannakis (IEEE Trans. Signal Process., 2002)

Optimal transmitter eigen-beamforming and space-time block coding based on channel mean feedback. - Shengli Zhou; Georgios B. Giannakis (IEEE Trans. Signal Process., 2002)

Subspace-based (semi-) blind channel estimation for block precoded space-time OFDM. - Shengli Zhou; Bertrand Muquet; Georgios B. Giannakis (IEEE Trans. Signal Process., 2002)

Average-rate optimal PSAM transmissions over time-selective fading channels. - Shuichi Ohno; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2002)

Deterministic Time-Varying Packet Fair Queueing for Integrated Services Networks. - Anastasios Stamoulis; Georgios B. Giannakis (J. VLSI Signal Process., 2002)

Complex field coded MIMO systems: performance, rate, and trade-offs. - Xiaoli Ma; Georgios B. Giannakis (Wirel. Commun. Mob. Comput., 2002)

BER sensitivity to mistiming in correlation-based UWB. - Zhi Tian; Georgios B. Giannakis (GLOBECOM, 2003)

Low-complexity training for rapid timing acquisition in ultra wideband communications. - Liuqing Yang 001; Georgios B. Giannakis (GLOBECOM, 2003)

Differential space-time modulation with transmit-beamforming for correlated MIMO fading channels. - Xiaodong Cai; Georgios B. Giannakis (ICASSP (4), 2003)

Ultra-wideband communications: an idea whose time has come. - Georgios B. Giannakis (ICASSP (1), 2003)

Fixed fragment-size packet transmissions with distributed redundancy over multipath fading channels. - Shuichi Ohno; Georgios B. Giannakis (ICASSP (4), 2003)

Non-data aided timing acquisition of ultra-wideband transmissions using cyclostationarity. - Liuqing Yang 001; Zhi Tian; Georgios B. Giannakis (ICASSP (4), 2003)

How accurate channel prediction needs to be for adaptive modulation in Rayleigh MIMO channels? - Shengli Zhou; Georgios B. Giannakis (ICASSP (4), 2003)

Algebraic design of unitary space-time constellations. - Wanlun Zhao; Geert Leus; Georgios B. Giannakis (ICC, 2003)

Adaptive modulation for multi-antenna transmissions with channel mean feedback. - Shengli Zhou; Georgios B. Giannakis (ICC, 2003)

Bandwidth- and power-efficient multi-carrier multiple access. - Pengfei Xia; Shengli Zhou; Georgios B. Giannakis (WCNC, 2003)

Combining Galois with complex field coding for space-time communications. - Renqiu Wang; Zhengdao Wang; Georgios B. Giannakis (Eur. Trans. Telecommun., 2003)

Designing optimal pulse-shapers for ultra-wideband radios. - Xiliang Luo; Liuqing Yang 001; Georgios B. Giannakis (J. Commun. Networks, 2003)

Digital-carrier multi-band user codes for baseband UWB multiple access. - Liuqing Yang 001; Georgios B. Giannakis (J. Commun. Networks, 2003)

Bounding performance and suppressing intercarrier interference in wireless mobile OFDM. - Xiaodong Cai; Georgios B. Giannakis (IEEE Trans. Commun., 2003)

Linear constellation precoding for OFDM with maximum multipath diversity and coding gains. - Zhiqiang Liu; Yan Xin 001; Georgios B. Giannakis (IEEE Trans. Commun., 2003)

A simple and general parameterization quantifying performance in fading channels. - Zhengdao Wang; Georgios B. Giannakis (IEEE Trans. Commun., 2003)

Bandwidth- and power-efficient multicarrier multiple access. - Pengfei Xia; Shengli Zhou; Georgios B. Giannakis (IEEE Trans. Commun., 2003)

Orthogonal multiple access over time- and frequency-selective channels. - Geert Leus; Shengli Zhou; Georgios B. Giannakis (IEEE Trans. Inf. Theory, 2003)

Maximum-diversity transmissions over doubly selective wireless channels. - Xiaoli Ma; Georgios B. Giannakis (IEEE Trans. Inf. Theory, 2003)

Complex-field coding for OFDM over fading wireless channels. - Zhengdao Wang; Georgios B. Giannakis (IEEE Trans. Inf. Theory, 2003)

Single-carrier space-time block-coded transmissions over frequency-selective fading channels. - Shengli Zhou; Georgios B. Giannakis (IEEE Trans. Inf. Theory, 2003)

Optimal transmitter eigen-beamforming and space-time block coding based on channel correlations. - Shengli Zhou; Georgios B. Giannakis (IEEE Trans. Inf. Theory, 2003)

Full-diversity full-rate complex-field space-time coding. - Xiaoli Ma; Georgios B. Giannakis (IEEE Trans. Signal Process., 2003)

Optimal training for block transmissions over doubly selective wireless fading channels. - Xiaoli Ma; Georgios B. Giannakis; Shuichi Ohno (IEEE Trans. Signal Process., 2003)

A two-dimensional channel simulation model for shadowing processes. - Xiaodong Cai; Georgios B. Giannakis (IEEE Trans. Veh. Technol., 2003)

Kalman filtering for power estimation in mobile communications. - Tao Jiang 007; Nicholas D. Sidiropoulos; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2003)

Block differentially encoded OFDM with maximum multipath diversity. - Zhiqiang Liu; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2003)

The Ricean K factor: estimation and performance analysis. - Cihan Tepedelenlioglu; Ali Abdi; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2003)

Space-time diversity systems based on linear constellation precoding. - Yan Xin 001; Zhengdao Wang; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2003)

Efficient bandwidth utilization guaranteeing QoS over adaptive wireless links. - Qingwen Liu 001; Shengli Zhou; Georgios B. Giannakis (GLOBECOM, 2004)

Opportunistic access in slotted ALOHA adapted to decentralized CSI. - Yingqun Yu; Georgios B. Giannakis (GLOBECOM, 2004)

Opportunistic multipath for bandwidth-efficient cooperative networking. - Alejandro Ribeiro; Xiaodong Cai; Georgios B. Giannakis (ICASSP (4), 2004)

Blind UWB timing with a dirty template. - Liuqing Yang 001; Georgios B. Giannakis (ICASSP (4), 2004)

Optimal training for MIMO fading channels with time- and frequency-selectivity. - Liuqing Yang 001; Xiaoli Ma; Georgios B. Giannakis (ICASSP (3), 2004)

TCP performance in wireless access with adaptive modulation and coding. - Qingwen Liu 001; Shengli Zhou; Georgios B. Giannakis (ICC, 2004)

ML sequence estimation for long ISI channels with controllable complexity. - Shuichi Ohno; Georgios B. Giannakis (ICC, 2004)

MMSE-based local ML detection of linearly precoded OFDM signals. - Luca Rugini; Paolo Banelli; Georgios B. Giannakis (ICC, 2004)

Training sequence design for data-aided timing acquisition in UWB radios. - Zhi Tian; Georgios B. Giannakis (ICC, 2004)

On energy efficiency of relay transmissions. - Yingwei Yao; Xiaodong Cai; Georgios B. Giannakis (ISIT, 2004)

Cross-Layer Modeling of Adaptive Wireless Links for QoS Support in Multimedia Networks. - Qingwen Liu 001; Shengli Zhou; Georgios B. Giannakis (QSHINE, 2004)

Approaching MIMO channel capacity with reduced-complexity soft sphere decoding. - Renqiu Wang; Georgios B. Giannakis (WCNC, 2004)

Ultra-wideband communications: an idea whose time has come. - Liuqing Yang 001; Georgios B. Giannakis (IEEE Signal Process. Mag., 2004)

Group-orthogonal multicarrier CDMA. - Xiaodong Cai; Shengli Zhou; Georgios B. Giannakis (IEEE Trans. Commun., 2004)

Constant modulus and reduced PAPR block differential encoding for frequency-selective channels. - Yngvar Larsen; Geert Leus; Georgios B. Giannakis (IEEE Trans. Commun., 2004)

Space-time frequency-shift keying. - Geert Leus; Wanlun Zhao; Georgios B. Giannakis; Hakan Deliç (IEEE Trans. Commun., 2004)

Block differential encoding for rapidly fading channels. - Xiaoli Ma; Georgios B. Giannakis; Bing Lu (IEEE Trans. Commun., 2004)

OFDM or single-carrier block transmissions? - Zhengdao Wang; Xiaoli Ma; Georgios B. Giannakis (IEEE Trans. Commun., 2004)

Analog space-time coding for multiantenna ultra-wideband transmissions. - Liuqing Yang 001; Georgios B. Giannakis (IEEE Trans. Commun., 2004)

Capacity Maximizing MMSE-Optimal Pilots for Wireless OFDM Over Frequency-Selective Block Rayleigh-Fading Channels. - Shuichi Ohno; Georgios B. Giannakis (IEEE Trans. Inf. Theory, 2004)

Outage mutual information of space-time MIMO channels. - Zhengdao Wang; Georgios B. Giannakis (IEEE Trans. Inf. Theory, 2004)

Orthogonal Design of Unitary Constellations for Uncoded and Trellis-Coded Noncoherent Space-Time Systems. - Wanlun Zhao; Geert Leus; Georgios B. Giannakis (IEEE Trans. Inf. Theory, 2004)

Transceiver optimization for block-based multiple access through ISI channels. - Zhi-Quan Luo; Timothy N. Davidson; Georgios B. Giannakis; Kon Max Wong (IEEE Trans. Signal Process., 2004)

Adaptive MIMO-OFDM based on partial channel state information. - Pengfei Xia; Shengli Zhou; Georgios B. Giannakis (IEEE Trans. Signal Process., 2004)

Error probability minimizing pilots for OFDM with M-PSK modulation over Rayleigh-fading channels. - Xiaodong Cai; Georgios B. Giannakis (IEEE Trans. Veh. Technol., 2004)

Performance analysis of combined transmit selection diversity and receive generalized selection combining in Rayleigh fading channels. - Xiaodong Cai; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2004)

Cross-Layer combining of adaptive Modulation and coding with truncated ARQ over wireless links. - Qingwen Liu 001; Shengli Zhou; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2004)

Time-varying fair queueing scheduling for multicode CDMA based on dynamic programming. - Anastasios Stamoulis; Nikos D. Sidiropoulos; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2004)

Joint coding-precoding with low-complexity turbo-decoding. - Zhengdao Wang; Shengli Zhou; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2004)

Optimal pilot waveform assisted modulation for ultrawideband communications. - Liuqing Yang 001; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2004)

How accurate channel prediction needs to be for transmit-beamforming with adaptive modulation over Rayleigh MIMO channels? - Shengli Zhou; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2004)

Adaptive Modulation for multiantenna transmissions with channel mean feedback. - Shengli Zhou; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2004)

Chip-interleaved block-spread CDMA versus DS-CDMA for cellular downlink: a comparative study. - Shengli Zhou; Pengfei Xia; Geert Leus; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2004)

Improving the performance of coded FDFR multi-antenna systems with turbo-decoding. - Renqiu Wang; Xiaoli Ma; Georgios B. Giannakis (Wirel. Commun. Mob. Comput., 2004)

Demodulation with dirty templates for UWB impulse radios. - Shahrokh Farahmand; Xiliang Luo; Georgios B. Giannakis (GLOBECOM, 2005)

Blind timing acquisition for ultra-wideband multi-user ad hoc access. - Xiliang Luo; Georgios B. Giannakis (ICASSP (3), 2005)

Non-parametric distributed quantization-estimation using wireless sensor networks. - Alejandro Ribeiro; Georgios B. Giannakis (ICASSP (4), 2005)

Semi-blind multi-user MIMO channel estimation based on Capon and MUSIC techniques. - Shahram Shahbazpanahi; Alex B. Gershman; Georgios B. Giannakis (ICASSP (4), 2005)

Achieving the Welch bound with difference sets [optimal complex codebook design applications]. - Pengfei Xia; Shengli Zhou; Georgios B. Giannakis (ICASSP (3), 2005)

Cooperative random access with long PN spreading codes. - Yingqun Yu; Alejandro Ribeiro; Nikolaos D. Sidiropoulos; Georgios B. Giannakis (ICASSP (3), 2005)

Block differential modulation for doubly-selective wireless fading channels. - Alfonso Cano; Xiaoli Ma; Georgios B. Giannakis (ICC, 2005)

Distributed quantization-estimation using wireless sensor networks. - Alejandro Ribeiro; Georgios B. Giannakis (ICC, 2005)

Increasing the throughput of spread-Aloha protocols via long PN spreading codes. - Alejandro Ribeiro; Yingqun Yu; Georgios B. Giannakis; Nikos D. Sidiropoulos (ICC, 2005)

Energy-efficient scheduling protocols for wireless sensor networks. - Yingwei Yao; Georgios B. Giannakis (ICC, 2005)

SICTA: a 0.693 contention tree algorithm using successive interference cancellation. - Yingqun Yu; Georgios B. Giannakis (INFOCOM, 2005)

Optimal linear decentralized estimation in a bandwidth constrained sensor network. - Zhi-Quan Luo; Georgios B. Giannakis; Shuzhong Zhang (ISIT, 2005)

Cross-Layer Scheduler Design with QoS Support forWireless Access Networks. - Qingwen Liu 001; Xin Wang 003; Georgios B. Giannakis (QSHINE, 2005)

Energy-Efficient Resource Allocation in Time Division Multiple-Access over Fading Channels - Xin Wang 003; Georgios B. Giannakis (CoRR, 2005)

Generalized Multicarrier CDMA: Unification and Linear Equalization. - Georgios B. Giannakis; Paul A. Anghel; Zhengdao Wang (EURASIP J. Adv. Signal Process., 2005)

Cooperative synchronization and channel estimation in wireless sensor networks. - Mi-Kyung Oh; Xiaoli Ma; Georgios B. Giannakis; Dong-Jo Park (J. Commun. Networks, 2005)

Cross-layer scheduling with prescribed QoS guarantees in adaptive wireless networks. - Qingwen Liu 001; Shengli Zhou; Georgios B. Giannakis (IEEE J. Sel. Areas Commun., 2005)

Bibliography on cyclostationarity. - Erchin Serpedin; Flaviu Panduru; Ilkay Sari; Georgios B. Giannakis (Signal Process., 2005)

Localization via ultra-wideband radios: a look at positioning aspects for future sensor networks. - Sinan Gezici; Zhi Tian; Georgios B. Giannakis; Hisashi Kobayashi; Andreas F. Molisch; H. Vincent Poor; Zafer Sahinoglu (IEEE Signal Process. Mag., 2005)

Space-time spreading and block coding for correlated fading channels in the presence of interference. - Xiaodong Cai; Georgios B. Giannakis; Michael D. Zoltowski (IEEE Trans. Commun., 2005)

Achievable rates in low-power relay links over fading channels. - Xiaodong Cai; Yingwei Yao; Georgios B. Giannakis (IEEE Trans. Commun., 2005)

Block-differential modulation over doubly selective wireless fading channels. - Alfonso Cano; Xiaoli Ma; Georgios B. Giannakis (IEEE Trans. Commun., 2005)

Hopping pilots for estimation of frequency-offset and multiantenna channels in MIMO-OFDM. - Xiaoli Ma; Mi-Kyung Oh; Georgios B. Giannakis; Dong-Jo Park (IEEE Trans. Commun., 2005)

Multiantenna adaptive modulation with beamforming based on bandwidth-constrained feedback. - Pengfei Xia; Shengli Zhou; Georgios B. Giannakis (IEEE Trans. Commun., 2005)

Timing ultra-wideband signals with dirty templates. - Liuqing Yang 001; Georgios B. Giannakis (IEEE Trans. Commun., 2005)

Blind carrier frequency offset estimation in SISO, MIMO, and multiuser OFDM systems. - Yingwei Yao; Georgios B. Giannakis (IEEE Trans. Commun., 2005)

Energy-Efficient Scheduling for Wireless Sensor Networks. - Yingwei Yao; Georgios B. Giannakis (IEEE Trans. Commun., 2005)

Sphere decoding algorithms with improved radius search. - Wanlun Zhao; Georgios B. Giannakis (IEEE Trans. Commun., 2005)

Achieving the Welch bound with difference sets. - Pengfei Xia; Shengli Zhou; Georgios B. Giannakis (IEEE Trans. Inf. Theory, 2005)

Space-time-multipath coding using digital phase sweeping or circular delay diversity. - Xiaoli Ma; Georgios B. Giannakis (IEEE Trans. Signal Process., 2005)

Space-time-Doppler block coding for correlated time-selective fading channels. - Xiaoli Ma; Geert Leus; Georgios B. Giannakis (IEEE Trans. Signal Process., 2005)

BER sensitivity to mistiming in ultra-wideband impulse Radios-part I: nonrandom channels. - Zhi Tian; Georgios B. Giannakis (IEEE Trans. Signal Process., 2005)

BER sensitivity to mistiming in ultra-wideband impulse radios - part II: fading channels. - Zhi Tian; Georgios B. Giannakis (IEEE Trans. Signal Process., 2005)

On regularity and identifiability of blind source separation under constant-modulus constraints. - Yingwei Yao; Georgios B. Giannakis (IEEE Trans. Signal Process., 2005)

Demodulation and tracking with dirty templates for UWB impulse radio: algorithms and performance. - Shahrokh Farahmand; Xiliang Luo; Georgios B. Giannakis (IEEE Trans. Veh. Technol., 2005)

Adaptive PSAM accounting for channel estimation and prediction errors. - Xiaodong Cai; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2005)

Queuing with adaptive modulation and coding over wireless links: cross-Layer analysis and design. - Qingwen Liu 001; Shengli Zhou; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2005)

Optimal training for MIMO frequency-selective fading channels. - Xiaoli Ma; Liuqing Yang 001; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2005)

Symbol error probabilities for general Cooperative links. - Alejandro Ribeiro; Xiaodong Cai; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2005)

A GLRT approach to data-aided timing acquisition in UWB radios-Part I: algorithms. - Zhi Tian; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2005)

A GLRT approach to data-aided timing acquisition in UWB radios-Part II: training sequence design. - Zhi Tian; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2005)

On energy efficiency and optimum resource allocation of relay transmissions in the low-power regime. - Yingwei Yao; Xiaodong Cai; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2005)

Rate-maximizing power allocation in OFDM based on partial channel knowledge. - Yingwei Yao; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2005)

Reduced complexity receivers for layered space-time CPM. - Wanlun Zhao; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2005)

A Deadlock-Free High-Throughput Tree Algorithm for Random Access over Fading Channels. - Xin Wang 003; Yingqun Yu; Georgios B. Giannakis (CISS, 2006)

Joint Low Density Parity-Check Coding and Linear Precoding for Rayleigh Fading Channels. - Yingqun Yu; Georgios B. Giannakis (CISS, 2006)

A Wavelet Approach to Wideband Spectrum Sensing for Cognitive Radios. - Zhi Tian; Georgios B. Giannakis (CrownCom, 2006)

Distributed estimation with ad hoc wireless sensor networks. - Ioannis D. Schizas; Alejandro Ribeiro; Georgios B. Giannakis (EUSIPCO, 2006)

Multi-tier cooperative broadcasting with hierarchical modulations. - Tairan Wang; Alfonso Cano; Georgios B. Giannakis; F. Javier Ramos (EUSIPCO, 2006)

Link-Adaptive Distributed Coding for Multi-Source Cooperation. - Alfonso Cano; Tairan Wang; Alejandro Ribeiro; Georgios B. Giannakis (GLOBECOM, 2006)

A High-Rate Differential UWB Radio. - Shahrokh Farahmand; Georgios B. Giannakis (GLOBECOM, 2006)

Power-Efficient OFDM with Reduced Complexity and Feedback Overhead. - Antonio G. Marqués; Fadel F. Digham; Georgios B. Giannakis (ICASSP (4), 2006)

Optimal Dimensionality Reduction for Multi-Sensor Fusion in the Presence of Fading and Noise. - Ioannis D. Schizas; Georgios B. Giannakis; Zhi-Quan Luo (ICASSP (4), 2006)

Space-Time Differential Modulation using Linear Constellation Precoding. - Alfonso Cano; Xiaoli Ma; Georgios B. Giannakis (ICC, 2006)

Achievable Rates of Pulse-Position Modulated Impulse Radio with Transmitted Reference. - Xiliang Luo; Georgios B. Giannakis (ICC, 2006)

Power-Efficient OFDM via Quantized Channel State Information. - Antonio G. Marqués; Fadel F. Digham; Georgios B. Giannakis (ICC, 2006)

Complex Field Coding in Multi-Source Cooperative Networks for Full Diversity. - Renqiu Wang; Georgios B. Giannakis (ICC, 2006)

Energy-Efficient Resource Allocation in TDMA over Fading Channels. - Xin Wang 003; Georgios B. Giannakis (ISIT, 2006)

Combining random backoff with a cross-layer tree algorithm for random access in IEEE 802.16. - Xin Wang 003; Yingqun Yu; Georgios B. Giannakis (WCNC, 2006)

Reliable Communications over Rapidly Time-Varying Channels. - Geert Leus; Georgios B. Giannakis; Jean-Paul M. G. Linnartz; Xiaoli Ma; Ananthram Swami; Cihan Tepedelenlioglu (EURASIP J. Adv. Signal Process., 2006)

CSMA/CCA: A Modified CSMA/CA Protocol Mitigating the Fairness Problem for IEEE 802.11 DCF. - Xin Wang 003; Georgios B. Giannakis (EURASIP J. Wirel. Commun. Netw., 2006)

Optimizing Power Efficiency of OFDM Using Quantized Channel State Information. - Antonio G. Marqués; Fadel F. Digham; Georgios B. Giannakis (IEEE J. Sel. Areas Commun., 2006)

Multicarrier multiple access is sum-rate optimal for block transmissions over circulant ISI channels. - Shuichi Ohno; Georgios B. Giannakis; Zhi-Quan Luo (IEEE J. Sel. Areas Commun., 2006)

Cyclic-mean based synchronization and efficient demodulation for UWB ad hoc access: Generalizations and comparisons. - Xiliang Luo; Georgios B. Giannakis (Signal Process., 2006)

Distributed compression-estimation using wireless sensor networks. - Jin-Jun Xiao; Alejandro Ribeiro; Zhi-Quan Luo; Georgios B. Giannakis (IEEE Signal Process. Mag., 2006)

Achievable Rates of Transmitted-Reference Ultra-Wideband Radio With PPM. - Xiliang Luo; Georgios B. Giannakis (IEEE Trans. Commun., 2006)

Approaching MIMO channel capacity with soft detection based on hard sphere decoding. - Renqiu Wang; Georgios B. Giannakis (IEEE Trans. Commun., 2006)

Crossband Flexible UWB Multiple Access for High-Rate Multipiconet WPANs. - Liuqing Yang 001; Georgios B. Giannakis (IEEE Trans. Commun., 2006)

Correction to "Achieving the Welch Bound With Difference Sets". - Pengfei Xia; Shengli Zhou; Georgios B. Giannakis (IEEE Trans. Inf. Theory, 2006)

Differential space-time modulation with eigen-beamforming for correlated MIMO fading channels. - Xiaodong Cai; Georgios B. Giannakis (IEEE Trans. Signal Process., 2006)

Identifying differentially expressed genes in microarray experiments with model-based variance estimation. - Xiaodong Cai; Georgios B. Giannakis (IEEE Trans. Signal Process., 2006)

Bandwidth-constrained distributed estimation for wireless sensor Networks-part I: Gaussian case. - Alejandro Ribeiro; Georgios B. Giannakis (IEEE Trans. Signal Process., 2006)

Bandwidth-constrained distributed estimation for wireless sensor networks-part II: unknown probability density function. - Alejandro Ribeiro; Georgios B. Giannakis (IEEE Trans. Signal Process., 2006)

SOI-KF: Distributed Kalman Filtering With Low-Cost Communications Using the Sign of Innovations. - Alejandro Ribeiro; Georgios B. Giannakis; Stergios I. Roumeliotis (IEEE Trans. Signal Process., 2006)

Semiblind multiuser MIMO channel estimation using capon and MUSIC techniques. - Shahram Shahbazpanahi; Alex B. Gershman; Georgios B. Giannakis (IEEE Trans. Signal Process., 2006)

Optimal waveform design for UWB radios. - Xianren Wu; Zhi Tian; Timothy N. Davidson; Georgios B. Giannakis (IEEE Trans. Signal Process., 2006)

Design and analysis of transmit-beamforming based on limited-rate feedback. - Pengfei Xia; Georgios B. Giannakis (IEEE Trans. Signal Process., 2006)

A cross-layer scheduling algorithm with QoS support in wireless networks. - Qingwen Liu 001; Xin Wang 003; Georgios B. Giannakis (IEEE Trans. Veh. Technol., 2006)

Low-complexity blind synchronization and demodulation for (ultra-)wideband multi-user ad hoc access. - Xiliang Luo; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2006)

Opportunistic multipath for bandwidth-efficient cooperative multiple access. - Alejandro Ribeiro; Xiaodong Cai; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2006)

Local ML detection for multicarrier DS-CDMA downlink systems with grouped linear precoding. - Luca Rugini; Paolo Banelli; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2006)

Non-coherent distributed space-time processing for multiuser cooperative transmissions. - Tairan Wang; Yingwei Yao; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2006)

Conditions for Multi-Antenna Selection to be Optimal Given Channel Amplitude Information. - Pengfei Xia; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2006)

On the instability of slotted aloha with capture. - Yingqun Yu; Xiaodong Cai; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2006)

Opportunistic medium access for wireless networking adapted to decentralized CSI. - Yingqun Yu; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2006)

Reduced complexity closest point decoding algorithms for random lattices. - Wanlun Zhao; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2006)

Cross-layer modeling of adaptive wireless links for QoS support in heterogeneous wired-wireless networks. - Qingwen Liu 001; Shengli Zhou; Georgios B. Giannakis (Wirel. Networks, 2006)

Max-Min Strategies for Power-Limited Games in the Presence of Correlated Jamming. - Shahrokh Farahmand; Georgios B. Giannakis; Xin Wang 003 (CISS, 2007)

High-Throughput Cooperative Communications with Complex Field Network Coding. - Tairan Wang; Georgios B. Giannakis (CISS, 2007)

Channel-Adaptive Optimal OFDMA Scheduling. - Xin Wang 003; Georgios B. Giannakis; Yingqun Yu (CISS, 2007)

Robust Routing in Wireless Multi-Hop Networks. - Yuchen Wu; Alejandro Ribeiro; Georgios B. Giannakis (CISS, 2007)

Channel-adaptive resource allocation for cognitive OFDMA RADIOS based on limited-rate feedback. - Antonio G. Marqués; Xin Wang 003; Georgios B. Giannakis (EUSIPCO, 2007)

Optimizing Energy Efficiency of TDMA with Finite Rate Feedback. - Antonio G. Marqués; Xin Wang 003; Georgios B. Giannakis (ICASSP (3), 2007)

Minimizing Transmit-Power for Coherent Communications in Wireless Sensor Networks using Quantized Channel State Information. - Antonio G. Marqués; Xing Wang; Georgios B. Giannakis (ICASSP (3), 2007)

Distributed Routing Algorithms for Wireless Multihop Networks. - Alejandro Ribeiro; Georgios B. Giannakis; Nicholas D. Sidiropoulos (ICASSP (3), 2007)

Consensus-Based Distributed Parameter Estimation in Ad Hoc Wireless Sensor Networks with Noisy Links. - Ioannis D. Schizas; Alejandro Ribeiro; Georgios B. Giannakis (ICASSP (2), 2007)

Semiblind Channel and Carrier Frequency-Offset Estimation for Orthogonally Space-Time Block Coded MIMO Systems. - Shahram Shahbazpanahi; Alex B. Gershman; Georgios B. Giannakis (ICASSP (2), 2007)

Compressed Sensing for Wideband Cognitive Radios. - Zhi Tian; Georgios B. Giannakis (ICASSP (4), 2007)

Reduced-Complexity Power-Efficient Wireless OFDMA using an Equally Probable CSI Quantizer. - Antonio G. Marqués; Fadel F. Digham; Georgios B. Giannakis; F. Javier Ramos (ICC, 2007)

A Stochastic Framework for Scheduling in Wireless Packet Access Networks. - Xin Wang 003; Georgios B. Giannakis (ICC, 2007)

Resource Allocation for Power-Efficient TDMA Under Individual Rate Constraints. - Xin Wang 003; Georgios B. Giannakis (ICC, 2007)

Modelling and Optimization of Stochastic Routing for Wireless Multi-Hop Networks. - Alejandro Ribeiro; Georgios B. Giannakis; Zhi-Quan Luo; Nikos D. Sidiropoulos (INFOCOM, 2007)

Joint Congestion Control and OFDMA Scheduling for Hybrid Wireline-Wireless Networks. - Yingqun Yu; Georgios B. Giannakis (INFOCOM, 2007)

Stochastic Primal-Dual Scheduling Subject to Rate Constraints. - Xin Wang 003; Georgios B. Giannakis (WCNC, 2007)

Minimizing Power in Wireless OFDMA with Limited-Rate Feedback. - Antonio G. Marqués; Georgios B. Giannakis; Fadel F. Digham; F. Javier Ramos (WCNC, 2007)

Multi-source cooperation with full-diversity spectral-efficiency and controllable-complexity. - Alejandro Ribeiro; Renqiu Wang; Georgios B. Giannakis (IEEE J. Sel. Areas Commun., 2007)

A Unified Approach to QoS-Guaranteed Scheduling for Channel-Adaptive Wireless Networks. - Xin Wang 003; Georgios B. Giannakis; Antonio G. Marqués (Proc. IEEE, 2007)

Performance Bounds for the Rate-Constrained Universal Decentralized Estimators. - Jinjun Xiao; Zhi-Quan Luo; Georgios B. Giannakis (IEEE Signal Process. Lett., 2007)

High-Performance Cooperative Demodulation With Decode-and-Forward Relays. - Tairan Wang; Alfonso Cano; Georgios B. Giannakis; J. Nicholas Laneman (IEEE Trans. Commun., 2007)

A Robust High-Throughput Tree Algorithm Using Successive Interference Cancellation. - Xin Wang 003; Yingqun Yu; Georgios B. Giannakis (IEEE Trans. Commun., 2007)

Noncoherent Ultra-Wideband (De)Modulation. - Liuqing Yang 001; Georgios B. Giannakis; Ananthram Swami (IEEE Trans. Commun., 2007)

Achieving Wireline Random Access Throughput in Wireless Networking Via User Cooperation. - Alejandro Ribeiro; Nikos D. Sidiropoulos; Georgios B. Giannakis; Yingqun Yu (IEEE Trans. Inf. Theory, 2007)

High-Throughput Random Access Using Successive Interference Cancellation in a Tree Algorithm. - Yingqun Yu; Georgios B. Giannakis (IEEE Trans. Inf. Theory, 2007)

Information-Bearing Noncoherently Modulated Pilots for MIMO Training. - Yingqun Yu; Georgios B. Giannakis; Nihar Jindal (IEEE Trans. Inf. Theory, 2007)

Raise Your Voice at a Proper Pace to Synchronize in Multiple Ad Hoc Piconets. - Xiliang Luo; Georgios B. Giannakis (IEEE Trans. Signal Process., 2007)

Distributed Estimation Using Reduced-Dimensionality Sensor Observations. - Ioannis D. Schizas; Georgios B. Giannakis; Zhi-Quan Luo (IEEE Trans. Signal Process., 2007)

Analyzing and Optimizing Adaptive Modulation Coding Jointly With ARQ for QoS-Guaranteed Traffic. - Xin Wang 003; Qingwen Liu 001; Georgios B. Giannakis (IEEE Trans. Veh. Technol., 2007)

Battery Power Efficiency of PPM and FSK in Wireless Sensor Networks. - Qiuling Tang; Lancang Yang; Georgios B. Giannakis; Tuanfa Qin (IEEE Trans. Wirel. Commun., 2007)

Multi-Tier Cooperative Broadcasting with Hierarchical Modulations. - Tairan Wang; Alfonso Cano; Georgios B. Giannakis; Javier Ramos 001 (IEEE Trans. Wirel. Commun., 2007)

Distributed spectrum sensing for cognitive radios by exploiting sparsity. - Juan Andrés Bazerque; Georgios B. Giannakis (ACSCC, 2008)

Optimal layered architectures of wireless networks. - Alejandro Ribeiro; Georgios B. Giannakis (ACSCC, 2008)

Distributed demodulation using consensus averaging in wireless sensor networks. - Hao Zhu 001; Alfonso Cano; Georgios B. Giannakis (ACSCC, 2008)

Layer separability of wireless networks. - Alejandro Ribeiro; Georgios B. Giannakis (CISS, 2008)

In-network channel decoding using consensus on log-likelihood ratio averagesy. - Hao Zhu 001; Alfonso Cano; Georgios B. Giannakis (CISS, 2008)

Anti-jam distributed MIMO decoding using wireless sensor networks. - Shahrokh Farahmand; Alfonso Cano; Georgios B. Giannakis (ICASSP, 2008)

Consensus-based distributed expectation-maximization algorithm for density estimation and classification using wireless sensor networks. - Pedro A. Forero; Alfonso Cano; Georgios B. Giannakis (ICASSP, 2008)

Utility-based power control for peer-to-peer cognitive radio networks with heterogeneous QoS constraints. - Nikolaos Gatsis; Antonio G. Marqués; Georgios B. Giannakis (ICASSP, 2008)

Optimal stochastic dual resource allocation for cognitive radios based on quantized CSI. - Antonio G. Marqués; Xin Wang 003; Georgios B. Giannakis (ICASSP, 2008)

Distributed Kalman filtering based on quantized innovations. - Eric J. Msechu; Alejandro Ribeiro; Stergios I. Roumeliotis; Georgios B. Giannakis (ICASSP, 2008)

Optimal FDMA over wireless fading mobile ad-hoc networks. - Alejandro Ribeiro; Georgios B. Giannakis (ICASSP, 2008)

Stability analysis of the consensus-based distributed LMS algorithm. - Ioannis D. Schizas; Gonzalo Mateos; Georgios B. Giannakis (ICASSP, 2008)

Ergodic capacity and average rate-guaranteed scheduling for wireless multiuser OFDM systems. - Xin Wang 003; Georgios B. Giannakis (ISIT, 2008)

Link-Adaptive Distributed Coding for Multisource Cooperation. - Alfonso Cano; Tairan Wang; Alejandro Ribeiro; Georgios B. Giannakis (EURASIP J. Adv. Signal Process., 2008)

Energy-Constrained Optimal Quantization for Wireless Sensor Networks. - Xiliang Luo; Georgios B. Giannakis (EURASIP J. Adv. Signal Process., 2008)

Distortion-Rate Bounds for Distributed Estimation Using Wireless Sensor Networks. - Ioannis D. Schizas; Georgios B. Giannakis; Nihar Jindal (EURASIP J. Adv. Signal Process., 2008)

Complex Field Network Coding for Multiuser Cooperative Communications. - Tairan Wang; Georgios B. Giannakis (IEEE J. Sel. Areas Commun., 2008)

Distributed Scheduling and Resource Allocation for Cognitive OFDMA Radios. - Juan Andrés Bazerque; Georgios B. Giannakis (Mob. Networks Appl., 2008)

Smart regenerative relays for link-adaptive cooperative communications. - Tairan Wang; Georgios B. Giannakis; Renqiu Wang (IEEE Trans. Commun., 2008)

CRC-assisted error correction in a convolutionally coded system. - Renqiu Wang; Wanlun Zhao; Georgios B. Giannakis (IEEE Trans. Commun., 2008)

Mutual Information Jammer-Relay Games. - Tairan Wang; Georgios B. Giannakis (IEEE Trans. Inf. Forensics Secur., 2008)

Power-Efficient Resource Allocation for Time-Division Multiple Access Over Fading Channels. - Xin Wang 003; Georgios B. Giannakis (IEEE Trans. Inf. Theory, 2008)

Minimizing Transmit Power for Coherent Communications in Wireless Sensor Networks With Finite-Rate Feedback. - Antonio G. Marqués; Xin Wang 003; Georgios B. Giannakis (IEEE Trans. Signal Process., 2008)

Decentralized Quantized Kalman Filtering With Scalable Communication Cost. - Eric J. Msechu; Stergios I. Roumeliotis; Alejandro Ribeiro; Georgios B. Giannakis (IEEE Trans. Signal Process., 2008)

Consensus in Ad Hoc WSNs With Noisy Links - Part II: Distributed Estimation and Smoothing of Random Signals. - Ioannis D. Schizas; Georgios B. Giannakis; Stergios I. Roumeliotis; Alejandro Ribeiro (IEEE Trans. Signal Process., 2008)

Consensus in Ad Hoc WSNs With Noisy Links - Part I: Distributed Estimation of Deterministic Signals. - Ioannis D. Schizas; Alejandro Ribeiro; Georgios B. Giannakis (IEEE Trans. Signal Process., 2008)

Blind and Semiblind Channel and Carrier Frequency-Offset Estimation in Orthogonally Space-Time Block Coded MIMO Systems. - Shahram Shahbazpanahi; Alex B. Gershman; Georgios B. Giannakis (IEEE Trans. Signal Process., 2008)

Power-Efficient Resource Allocation and Quantization for TDMA Using Adaptive Transmission and Limited-Rate Feedback. - Xin Wang 003; Antonio G. Marqués; Georgios B. Giannakis (IEEE Trans. Signal Process., 2008)

Orthogonally-spread block transmissions for ultra-wideband impulse radios. - Shahrokh Farahmand; Xiliang Luo; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2008)

Power-efficient wireless OFDMA using limited-rate feedback. - Antonio G. Marqués; Georgios B. Giannakis; Fadel F. Digham; F. Javier Ramos (IEEE Trans. Wirel. Commun., 2008)

Optimal Distributed Stochastic Routing Algorithms for Wireless Multihop Networks. - Alejandro Ribeiro; Nikolas D. Sidiropoulos; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2008)

Design and Analysis of Cross-Layer Tree Algorithms for Wireless Random Access. - Xin Wang 003; Yingqun Yu; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2008)

Cross-Layer Congestion and Contention Control for Wireless Ad Hoc Networks. - Yingqun Yu; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2008)

RLS-weighted Lasso for adaptive estimation of sparse signals. - Daniele Angelosante; Georgios B. Giannakis (ICASSP, 2009)

Cross-layer optimization of wireless fading ad-hoc networks. - Nikolaos Gatsis; Alejandro Ribeiro; Georgios B. Giannakis (ICASSP, 2009)

Stochastic resource allocation for orthogonal access based on quantized CSI: Optimality, convergence and delay analysis. - Antonio G. Marqués; Georgios B. Giannakis; Javier Ramos 001 (ICASSP, 2009)

High-rate distributed multi-source cooperation using complex field coding. - Alfonso Cano Pleite; Jesús Gómez-Vilardebó; Ana I. Pérez-Neira; Georgios B. Giannakis (ICASSP, 2009)

An algebraic polyphase approach to wireless network coding. - Ketan Rajawat; Tairan Wang; Georgios B. Giannakis (ICASSP, 2009)

Compressed sensing of time-varying signals. - Daniele Angelosante; Georgios B. Giannakis; Emanuele Grossi (DPS, 2009)

Cooperative multi-robot localization under communication constraints. - Nikolas Trawny; Stergios I. Roumeliotis; Georgios B. Giannakis (ICRA, 2009)

Sparsity-embracing multiuser detection for CDMA systems with low activity factory. - Hao Zhu 001; Georgios B. Giannakis (ISIT, 2009)

Parsimonious sound field synthesis using compressive sampling. - Georgios N. Lilis; Daniele Angelosante; Georgios B. Giannakis (WASPAA, 2009)

Rate-Optimal and Reduced-Complexity Sequential Sensing Algorithms for Cognitive OFDM Radios. - Seung-Jun Kim 002; Georgios B. Giannakis (EURASIP J. Adv. Signal Process., 2009)

Performance Analysis of the Consensus-Based Distributed LMS Algorithm. - Gonzalo Mateos; Ioannis D. Schizas; Georgios B. Giannakis (EURASIP J. Adv. Signal Process., 2009)

Capacity Scaling of Wireless Networks with Complex Field Network Coding. - Tairan Wang; Georgios B. Giannakis (J. Commun., 2009)

Dynamic resource management for cognitive radios using limited-rate feedback. - Antonio G. Marqués; Xin Wang 003; Georgios B. Giannakis (IEEE Trans. Signal Process., 2009)

Distributed recursive least-squares for consensus-based in-network adaptive estimation. - Gonzalo Mateos; Ioannis D. Schizas; Georgios B. Giannakis (IEEE Trans. Signal Process., 2009)

Distributed LMS for consensus-based in-network adaptive processing. - Ioannis D. Schizas; Gonzalo Mateos; Georgios B. Giannakis (IEEE Trans. Signal Process., 2009)

Distributed in-network channel decoding. - Hao Zhu 001; Georgios B. Giannakis; Alfonso Cano (IEEE Trans. Signal Process., 2009)

Power-efficient dimensionality reduction for distributed channel-aware kalman tracking using WSNs. - Hao Zhu 001; Ioannis D. Schizas; Georgios B. Giannakis (IEEE Trans. Signal Process., 2009)

Collaborative channel gain map tracking for cognitive radios. - Seung-Jun Kim 002; Emiliano Dall'Anese; Georgios B. Giannakis; Silvano Pupolin (CIP, 2010)

Minimum-Delay Spectrum Sensing for Multi-Band Cognitive Radios. - Seung-Jun Kim 002; Guobing Li; Georgios B. Giannakis (GLOBECOM, 2010)

Frequency-Domain Oversampling for Zero-Padded OFDM in Underwater Acoustic Communications. - Zhaohui Wang; Shengli Zhou; Georgios B. Giannakis; Christian R. Berger; Jie Huang 002 (GLOBECOM, 2010)

Multiple frequency-hopping signal estimation via sparse regression. - Daniele Angelosante; Georgios B. Giannakis; Nicholas D. Sidiropoulos (ICASSP, 2010)

Distributed Lasso for in-network linear regression. - Juan Andrés Bazerque; Gonzalo Mateos; Georgios B. Giannakis (ICASSP, 2010)

Particle filter adaptation for distributed sensors via set membership. - Shahrokh Farahmand; Stergios I. Roumeliotis; Georgios B. Giannakis (ICASSP, 2010)

Convergence analysis of consensus-based distributed clustering. - Pedro A. Forero; Alfonso Cano; Georgios B. Giannakis (ICASSP, 2010)

Sequential cooperative sensing for multi-channel cognitive radios. - Seung-Jun Kim 002; Georgios B. Giannakis (ICASSP, 2010)

Stochastic cross-layer resource allocation for wireless networks using orthogonal access: Optimality and delay analysis. - Antonio G. Marqués; Georgios B. Giannakis; Javier Ramos 001 (ICASSP, 2010)

Sparsity-cognizant overlapping co-clustering for behavior inference in social networks. - Hao Zhu 001; Gonzalo Mateos; Georgios B. Giannakis; Nicholas D. Sidiropoulos; Arindam Banerjee 001 (ICASSP, 2010)

Consensus-based distributed linear support vector machines. - Pedro A. Forero; Alfonso Cano; Georgios B. Giannakis (IPSN, 2010)

Sparsity-Aware Estimation of CDMA System Parameters. - Daniele Angelosante; Emanuele Grossi; Georgios B. Giannakis; Marco Lops (EURASIP J. Adv. Signal Process., 2010)

Consensus-Based Distributed Support Vector Machines. - Pedro A. Forero; Alfonso Cano; Georgios B. Giannakis (J. Mach. Learn. Res., 2010)

Sound Field Reproduction using the Lasso. - Georgios N. Lilis; Daniele Angelosante; Georgios B. Giannakis (IEEE Trans. Speech Audio Process., 2010)

Power control for cooperative dynamic spectrum access networks with diverse QoS constraints. - Nikolaos Gatsis; Antonio G. Marqués; Georgios B. Giannakis (IEEE Trans. Commun., 2010)

Separation principles in wireless networking. - Alejandro Ribeiro; Georgios B. Giannakis (IEEE Trans. Inf. Theory, 2010)

Online adaptive estimation of sparse signals: where RLS meets the l1-norm. - Daniele Angelosante; Juan Andrés Bazerque; Georgios B. Giannakis (IEEE Trans. Signal Process., 2010)

Estimating multiple frequency-hopping signal parameters via sparse linear regression. - Daniele Angelosante; Georgios B. Giannakis; Nicholas D. Sidiropoulos (IEEE Trans. Signal Process., 2010)

Distributed spectrum sensing for cognitive radio networks by exploiting sparsity. - Juan Andrés Bazerque; Georgios B. Giannakis (IEEE Trans. Signal Process., 2010)

Sequential and cooperative sensing for multi-channel cognitive radios. - Seung-Jun Kim 002; Georgios B. Giannakis (IEEE Trans. Signal Process., 2010)

Distributed sparse linear regression. - Gonzalo Mateos; Juan Andrés Bazerque; Georgios B. Giannakis (IEEE Trans. Signal Process., 2010)

A class of convergent algorithms for resource allocation in wireless fading networks. - Nikolaos Gatsis; Alejandro Ribeiro; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2010)

Distributed consensus-based demodulation: algorithms and error analysis. - Hao Zhu 001; Alfonso Cano; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2010)

Robust multi-dimensional scaling via outlier-sparsity control. - Pedro A. Forero; Georgios B. Giannakis (ACSCC, 2011)

Joint link learning and cognitive radio sensing. - Seung-Jun Kim 002; Nitin Jain; Georgios B. Giannakis; Pedro A. Forero (ACSCC, 2011)

Unveiling anomalies in large-scale networks via sparsity and low rank. - Morteza Mardani; Gonzalo Mateos; Georgios B. Giannakis (ACSCC, 2011)

Joint rate and power control for coded cognitive radio networks. - Ketan Rajawat; Emiliano Dall'Anese; Georgios B. Giannakis (ACSCC, 2011)

Distributed cognitive spectrum sensing via group sparse total least-squares. - Emiliano Dall'Anese; Georgios B. Giannakis (CAMSAP, 2011)

A convex relaxation approach to optimal placement of phasor measurement units. - Vassilis Kekatos; Georgios B. Giannakis (CAMSAP, 2011)

Efficient and scalable demand response for the smart power grid. - Seung-Jun Kim 002; Georgios B. Giannakis (CAMSAP, 2011)

Adaptive underlay cognitive radios with imperfect CSI and probabilistic interference constraints. - Antonio G. Marqués; Luis M. Lopez-Ramos; Georgios B. Giannakis; Javier Ramos 001 (CAMSAP, 2011)

Residential demand response with interruptible tasks: Duality and algorithms. - Nikolaos Gatsis; Georgios B. Giannakis (CDC/ECC, 2011)

Cooperative multi-residence demand response scheduling. - Nikolaos Gatsis; Georgios B. Giannakis (CISS, 2011)

Compressed sensing for volterra and polynomial regression models. - Vassilis Kekatos; Georgios B. Giannakis (EUSIPCO, 2011)

Robust conjoint analysis by controlling outlier sparsity. - Gonzalo Mateos; Georgios B. Giannakis (EUSIPCO, 2011)

Sparsity-aware Kalman tracking of target signal strengths on a grid. - Shahrokh Farahmand; Georgios B. Giannakis; Geert Leus; Zhi Tian (FUSION, 2011)

Decentralized data selection for MAP estimation: A censoring and quantization approach. - Eric J. Msechu; Georgios B. Giannakis (FUSION, 2011)

Gene network inference via sparse structural equation modeling with genetic perturbations. - Xiaodong Cai; Juan Andrés Bazerque; Georgios B. Giannakis (GENSiPS, 2011)

Sparse graphical modeling of piecewise-stationary time series. - Daniele Angelosante; Georgios B. Giannakis (ICASSP, 2011)

Basis pursuit for spectrum cartography. - Juan Andrés Bazerque; Gonzalo Mateos; Georgios B. Giannakis (ICASSP, 2011)

Outlier-aware robust clustering. - Pedro A. Forero; Vassilis Kekatos; Georgios B. Giannakis (ICASSP, 2011)

USPACOR: Universal sparsity-controlling outlier rejection. - Georgios B. Giannakis; Gonzalo Mateos; Shahrokh Farahmand; Vassilis Kekatos; Hao Zhu 001 (ICASSP, 2011)

Stochastic resource allocation for cognitive radio networks based on imperfect state information. - Antonio G. Marqués; Georgios B. Giannakis; Luis M. Lopez-Ramos; Javier Ramos 001 (ICASSP, 2011)

Robust nonparametric regression by controlling sparsity. - Gonzalo Mateos; Georgios B. Giannakis (ICASSP, 2011)

Eigenspace sparsity for compression and denoising. - Ioannis D. Schizas; Georgios B. Giannakis (ICASSP, 2011)

Weighted and structured sparse total least-squares for perturbed compressive sampling. - Hao Zhu 001; Georgios B. Giannakis; Geert Leus (ICASSP, 2011)

Power Allocation for Cognitive Radio Networks under Channel Uncertainty. - Emiliano Dall'Anese; Seung-Jun Kim 002; Georgios B. Giannakis; Silvano Pupolin (ICC, 2011)

Group lassoing change-points in piecewise-stationary AR signals. - Daniele Angelosante; Georgios B. Giannakis (DSP, 2011)

Admission and power control for cognitive radio networks by sequential geometric programming. - Emiliano Dall'Anese; Seung-Jun Kim 002; Georgios B. Giannakis (DSP, 2011)

Lassoing line outages in the smart power grid. - Hao Zhu 001; Georgios B. Giannakis (SmartGridComm, 2011)

Cross-Layer Design of Coded Multicast for Wireless Random Access Networks. - Ketan Rajawat; Nikolaos Gatsis; Seung-Jun Kim 002; Georgios B. Giannakis (IEEE J. Sel. Areas Commun., 2011)

Distributed Clustering Using Wireless Sensor Networks. - Pedro A. Forero; Alfonso Cano; Georgios B. Giannakis (IEEE J. Sel. Top. Signal Process., 2011)

Cooperative Spectrum Sensing for Cognitive Radios Using Kriged Kalman Filtering. - Seung-Jun Kim 002; Emiliano Dall'Anese; Georgios B. Giannakis (IEEE J. Sel. Top. Signal Process., 2011)

Exploiting Sparse User Activity in Multiuser Detection. - Hao Zhu 001; Georgios B. Giannakis (IEEE Trans. Commun., 2011)

Optimal Resource Allocation for MIMO Ad Hoc Cognitive Radio Networks. - Seung-Jun Kim 002; Georgios B. Giannakis (IEEE Trans. Inf. Theory, 2011)

Resource Allocation for Wireless Multiuser OFDM Networks. - Xin Wang 003; Georgios B. Giannakis (IEEE Trans. Inf. Theory, 2011)

Cross-Layer Designs in Coded Wireless Fading Networks With Multicast. - Ketan Rajawat; Nikolaos Gatsis; Georgios B. Giannakis (IEEE/ACM Trans. Netw., 2011)

Group-Lasso on Splines for Spectrum Cartography. - Juan Andrés Bazerque; Gonzalo Mateos; Georgios B. Giannakis (IEEE Trans. Signal Process., 2011)

Doubly Robust Smoothing of Dynamical Processes via Outlier Sparsity Constraints. - Shahrokh Farahmand; Georgios B. Giannakis; Daniele Angelosante (IEEE Trans. Signal Process., 2011)

Set-Membership Constrained Particle Filter: Distributed Adaptation for Sensor Networks. - Shahrokh Farahmand; Stergios I. Roumeliotis; Georgios B. Giannakis (IEEE Trans. Signal Process., 2011)

Power Control With Imperfect Exchanges and Applications to Spectrum Sharing. - Nikolaos Gatsis; Georgios B. Giannakis (IEEE Trans. Signal Process., 2011)

From Sparse Signals to Sparse Residuals for Robust Sensing. - Vassilis Kekatos; Georgios B. Giannakis (IEEE Trans. Signal Process., 2011)

Sparse Volterra and Polynomial Regression Models: Recoverability and Estimation. - Vassilis Kekatos; Georgios B. Giannakis (IEEE Trans. Signal Process., 2011)

Optimizing Orthogonal Multiple Access Based on Quantized Channel State Information. - Antonio G. Marqués; Georgios B. Giannakis; Javier Ramos 001 (IEEE Trans. Signal Process., 2011)

Joint Scheduling and Network Coding for Multicast in Delay-Constrained Wireless Networks. - Ketan Rajawat; Georgios B. Giannakis (IEEE Trans. Signal Process., 2011)

Sparsity-Cognizant Total Least-Squares for Perturbed Compressive Sampling. - Hao Zhu 001; Geert Leus; Georgios B. Giannakis (IEEE Trans. Signal Process., 2011)

Channel Gain Map Tracking via Distributed Kriging. - Emiliano Dall'Anese; Seung-Jun Kim 002; Georgios B. Giannakis (IEEE Trans. Veh. Technol., 2011)

Power Control for Cognitive Radio Networks Under Channel Uncertainty. - Emiliano Dall'Anese; Seung-Jun Kim 002; Georgios B. Giannakis; Silvano Pupolin (IEEE Trans. Wirel. Commun., 2011)

Multi-Band Cognitive Radio Spectrum Sensing for Quality-of-Service Traffic. - Seung-Jun Kim 002; Guobing Li; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2011)

High-Throughput Multi-Source Cooperation via Complex-Field Network Coding. - Guobing Li; Alfonso Cano; Jesús Gómez-Vilardebó; Georgios B. Giannakis; Ana I. Pérez-Neira (IEEE Trans. Wirel. Commun., 2011)

Asynchronous subgradient methods with unbounded delays for communication networks. - Nikolaos Gatsis; Georgios B. Giannakis (CDC, 2012)

Semi-supervised dictionary learning for network-wide link load prediction. - Pedro A. Forero; Ketan Rajawat; Georgios B. Giannakis (CIP, 2012)

Sparse robust matrix tri-factorization with application to cancer genomics. - Seung-Jun Kim 002; TaeHyun Hwang; Georgios B. Giannakis (CIP, 2012)

Decentralized power system state estimation. - Vassilis Kekatos; Georgios B. Giannakis (GLOBECOM, 2012)

Weighted sparse signal decomposition. - Massoud Babaie-Zadeh; Behzad Mehrdad; Georgios B. Giannakis (ICASSP, 2012)

Distributed belief propagation using sensor networks with correlated observations. - Alfonso Cano; Georgios B. Giannakis (ICASSP, 2012)

Statistical routing for cognitive random access networks. - Emiliano Dall'Anese; Georgios B. Giannakis (ICASSP, 2012)

Chance-constrained optimization of uplink parameters for OFDMA cognitive radios. - Nasim Yahya Soltani; Seung-Jun Kim 002; Georgios B. Giannakis (ICASSP, 2012)

Distributed robust beamforming for MIMO cognitive networks. - Yu Zhang 005; Emiliano Dall'Anese; Georgios B. Giannakis (ICASSP, 2012)

Spatiotemporal load curve data cleansing and imputation via sparsity and low rank. - Gonzalo Mateos; Georgios B. Giannakis (SmartGridComm, 2012)

Robust distributed energy management for microgrids with renewables. - Yu Zhang 005; Nikolaos Gatsis; Georgios B. Giannakis (SmartGridComm, 2012)

Multi-area state estimation using distributed SDP for nonlinear power systems. - Hao Zhu 001; Georgios B. Giannakis (SmartGridComm, 2012)

Backhaul-constrained multi-cell cooperation using compressive sensing and spectral clustering. - Seung-Jun Kim 002; Swayambhoo Jain; Georgios B. Giannakis (SPAWC, 2012)

Distributed nuclear norm minimization for matrix completion. - Morteza Mardani; Gonzalo Mateos; Georgios B. Giannakis (SPAWC, 2012)

Multicast beamforming with antenna selection. - Omar Mehanna; Nicholas D. Sidiropoulos; Georgios B. Giannakis (SPAWC, 2012)

Nonparametric low-rank tensor imputation. - Juan Andrés Bazerque; Gonzalo Mateos; Georgios B. Giannakis (SSP, 2012)

Exact recovery of low-rank plus compressed sparse matrices. - Morteza Mardani; Gonzalo Mateos; Georgios B. Giannakis (SSP, 2012)

Dynamic network kriging. - Ketan Rajawat; Emiliano Dall'Anese; Georgios B. Giannakis (SSP, 2012)

In-network Sparsity-regularized Rank Minimization: Algorithms and Applications - Morteza Mardani; Gonzalo Mateos; Georgios B. Giannakis (CoRR, 2012)

Robust Power System State Estimation for the Nonlinear AC Flow Model - Hao Zhu 001; Georgios B. Giannakis (CoRR, 2012)

Robust Management of Distributed Energy Resources for Microgrids with Renewables - Yu Zhang 005; Nikolaos Gatsis; Georgios B. Giannakis (CoRR, 2012)

Group lassoing change-points in piecewise-constant AR. - Daniele Angelosante; Georgios B. Giannakis (EURASIP J. Adv. Signal Process., 2012)

Statistical Routing for Multihop Wireless Cognitive Networks. - Emiliano Dall'Anese; Georgios B. Giannakis (IEEE J. Sel. Areas Commun., 2012)

Resource Allocation for Interweave and Underlay CRs Under Probability-of-Interference Constraints. - Antonio G. Marqués; Luis M. Lopez-Ramos; Georgios B. Giannakis; Javier Ramos 001 (IEEE J. Sel. Areas Commun., 2012)

Group sparse Lasso for cognitive network sensing robust to model uncertainties and outliers. - Emiliano Dall'Anese; Juan Andrés Bazerque; Georgios B. Giannakis (Phys. Commun., 2012)

Residential Load Control: Distributed Scheduling and Convergence With Lost AMI Messages. - Nikolaos Gatsis; Georgios B. Giannakis (IEEE Trans. Smart Grid, 2012)

Robust RLS in the Presence of Correlated Noise Using Outlier Sparsity. - Shahrokh Farahmand; Georgios B. Giannakis (IEEE Trans. Signal Process., 2012)

Sparsity-Exploiting Robust Multidimensional Scaling. - Pedro A. Forero; Georgios B. Giannakis (IEEE Trans. Signal Process., 2012)

Robust Clustering Using Outlier-Sparsity Regularization. - Pedro A. Forero; Vassilis Kekatos; Georgios B. Giannakis (IEEE Trans. Signal Process., 2012)

Cross-Layer Design of Wireless Multihop Random Access Networks. - Morteza Mardani; Seung-Jun Kim 002; Georgios B. Giannakis (IEEE Trans. Signal Process., 2012)

Robust Nonparametric Regression via Sparsity Control With Application to Load Curve Data Cleansing. - Gonzalo Mateos; Georgios B. Giannakis (IEEE Trans. Signal Process., 2012)

Distributed Recursive Least-Squares: Stability and Performance Analysis. - Gonzalo Mateos; Georgios B. Giannakis (IEEE Trans. Signal Process., 2012)

Robust PCA as Bilinear Decomposition With Outlier-Sparsity Regularization. - Gonzalo Mateos; Georgios B. Giannakis (IEEE Trans. Signal Process., 2012)

Sensor-Centric Data Reduction for Estimation With WSNs via Censoring and Quantization. - Eric J. Msechu; Georgios B. Giannakis (IEEE Trans. Signal Process., 2012)

Covariance Eigenvector Sparsity for Compression and Denoising. - Ioannis D. Schizas; Georgios B. Giannakis (IEEE Trans. Signal Process., 2012)

Distributed Optimal Beamformers for Cognitive Radios Robust to Channel Uncertainties. - Yu Zhang 005; Emiliano Dall'Anese; Georgios B. Giannakis (IEEE Trans. Signal Process., 2012)

Optimal Cross-Layer Resource Allocation in Cellular Networks Using Channel- and Queue-State Information. - Antonio G. Marqués; Luis M. Lopez-Ramos; Georgios B. Giannakis; Javier Ramos 001; Antonio J. Caamaño (IEEE Trans. Veh. Technol., 2012)

Network-Compressive Coding for Wireless Sensors with Correlated Data. - Ketan Rajawat; Alfonso Cano; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2012)

Optimal distributed generation placement in distribution systems via semidefinite relaxation. - Emiliano Dall'Anese; Georgios B. Giannakis (ACSSC, 2013)

Low-rank kernel learning for electricity market inference. - Vassilis Kekatos; Yu Zhang 005; Georgios B. Giannakis (ACSSC, 2013)

Load forecasting via low rank plus sparse matrix factorization. - Seung-Jun Kim 002; Georgios B. Giannakis (ACSSC, 2013)

Dynamic structural equation models for tracking topologies of social networksy. - Brian Baingana; Gonzalo Mateos; Georgios B. Giannakis (CAMSAP, 2013)

Primary receiver localization using sparsity and interference tweets. - Emiliano Dall'Anese; Antonio G. Marqués; Georgios B. Giannakis (CAMSAP, 2013)

A decentralized approach to generalized power system state estimation. - Vassilis Kekatos; Evangelos Vlachos; Dimitris Ampeliotis; Georgios B. Giannakis; Kostas Berberidis (CAMSAP, 2013)

Dynamic learning for cognitive radio sensing. - Seung-Jun Kim 002; Georgios B. Giannakis (CAMSAP, 2013)

Stochastic programming for energy planning in microgrids with renewables. - Maria Gabriela Martinez; Nikolaos Gatsis; Georgios B. Giannakis (CAMSAP, 2013)

Online learning of load elasticity for electric vehicle charging. - Nasim Yahya Soltani; Seung-Jun Kim 002; Georgios B. Giannakis (CAMSAP, 2013)

Robust sparse embedding and reconstruction via dictionary learning. - Konstantinos Slavakis; Georgios B. Giannakis; Geert Leus (CISS, 2013)

Identifiability of sparse structural equation models for directed and cyclic networks. - Juan Andrés Bazerque; Brian Baingana; Georgios B. Giannakis (GlobalSIP, 2013)

Robust tomography via network traffic maps leveraging sparsity and low rank. - Morteza Mardani; Georgios B. Giannakis (GlobalSIP, 2013)

Disaggregated bundle methods for distributed market clearing in power networks. - Yu Zhang 005; Nikolaos Gatsis; Georgios B. Giannakis (GlobalSIP, 2013)

Cognitive radio spectrum prediction using dictionary learning. - Seung-Jun Kim 002; Georgios B. Giannakis (GLOBECOM, 2013)

Centrality-constrained graph embedding. - Brian Baingana; Georgios B. Giannakis (ICASSP, 2013)

Inference of Poisson count processes using low-rank tensor data. - Juan Andrés Bazerque; Gonzalo Mateos; Georgios B. Giannakis (ICASSP, 2013)

Robust network traffic estimation via sparsity and low rank. - Morteza Mardani; Georgios B. Giannakis (ICASSP, 2013)

Rank minimization for subspace tracking from incomplete data. - Morteza Mardani; Gonzalo Mateos; Georgios B. Giannakis (ICASSP, 2013)

Joint resource allocation and receiver map estimation in underlay cognitive radios. - Antonio G. Marqués; Emiliano Dall'Anese; Georgios B. Giannakis (ICASSP, 2013)

Online robust portfolio risk management using total least-squares and parallel splitting algorithms. - Konstantinos Slavakis; Geert Leus; Georgios B. Giannakis (ICASSP, 2013)

Risk-aware management of distributed energy resources. - Yu Zhang 005; Nikolaos Gatsis; Vassilis Kekatos; Georgios B. Giannakis (DSP, 2013)

Day-ahead electricity market forecasting using kernels. - Vassilis Kekatos; Sriharsha Veeramachaneni; Marc Light; Georgios B. Giannakis (ISGT, 2013)

Risk-constrained energy management with multiple wind farms. - Yu Zhang 005; Nikolaos Gatsis; Georgios B. Giannakis (ISGT, 2013)

Generalized Iterative Thresholding for Sparsity-Aware Online Volterra System Identification. - Konstantinos Slavakis; Yannis Kopsinis; Sergios Theodoridis; Georgios B. Giannakis; Vassilis Kekatos (ISWCS, 2013)

Robust optimal power flow with wind integration using conditional value-at-risk. - Yu Zhang 005; Georgios B. Giannakis (SmartGridComm, 2013)

Hierarchical spectrum sharing using interference tweets. - Emiliano Dall'Anese; Antonio G. Marqués; Georgios B. Giannakis (SPAWC, 2013)

Dynamic Structural Equation Models for Social Network Topology Inference. - Brian Baingana; Gonzalo Mateos; Georgios B. Giannakis (CoRR, 2013)

Grid Topology Identification using Electricity Prices. - Vassilis Kekatos; Georgios B. Giannakis; Ross Baldick (CoRR, 2013)

Moving-Horizon Dynamic Power System State Estimation Using Semidefinite Relaxation. - Gang Wang 014; Seung-Jun Kim 002; Georgios B. Giannakis (CoRR, 2013)

Nonparametric Basis Pursuit via Sparse Kernel-based Learning - Juan Andrés Bazerque; Georgios B. Giannakis (CoRR, 2013)

Sparsity-leveraging Reconfiguration of Smart Distribution Systems - Emiliano Dall'Anese; Georgios B. Giannakis (CoRR, 2013)

Dynamic Anomalography: Tracking Network Anomalies Via Sparsity and Low Rank. - Morteza Mardani; Gonzalo Mateos; Georgios B. Giannakis (IEEE J. Sel. Top. Signal Process., 2013)

Inference of Gene Regulatory Networks with Sparse Structural Equation Models Exploiting Genetic Perturbations. - Xiaodong Cai; Juan Andrés Bazerque; Georgios B. Giannakis (PLoS Comput. Biol., 2013)

Sparse Parametric Models for Robust Nonstationary Signal Analysis: Leveraging the Power of Sparse Regression. - Daniele Angelosante; Georgios B. Giannakis; Nicholas D. Sidiropoulos (IEEE Signal Process. Mag., 2013)

Nonparametric Basis Pursuit via Sparse Kernel-Based Learning: A Unifying View with Advances in Blind Methods. - Juan Andrés Bazerque; Georgios B. Giannakis (IEEE Signal Process. Mag., 2013)

Monitoring and Optimization for Power Grids: A Signal Processing Perspective. - Georgios B. Giannakis; Vassilis Kekatos; Nikolaos Gatsis; Seung-Jun Kim 002; Hao Zhu 001; Bruce F. Wollenberg (IEEE Signal Process. Mag., 2013)

Recovery of Low-Rank Plus Compressed Sparse Matrices With Application to Unveiling Traffic Anomalies. - Morteza Mardani; Gonzalo Mateos; Georgios B. Giannakis (IEEE Trans. Inf. Theory, 2013)

Distributed Optimal Power Flow for Smart Microgrids. - Emiliano Dall'Anese; Hao Zhu 001; Georgios B. Giannakis (IEEE Trans. Smart Grid, 2013)

Decomposition Algorithms for Market Clearing With Large-Scale Demand Response. - Nikolaos Gatsis; Georgios B. Giannakis (IEEE Trans. Smart Grid, 2013)

Scalable and Robust Demand Response With Mixed-Integer Constraints. - Seung-Jun Kim 002; Georgios B. Giannakis (IEEE Trans. Smart Grid, 2013)

Load Curve Data Cleansing and Imputation Via Sparsity and Low Rank. - Gonzalo Mateos; Georgios B. Giannakis (IEEE Trans. Smart Grid, 2013)

Rank Regularization and Bayesian Inference for Tensor Completion and Extrapolation. - Juan Andrés Bazerque; Gonzalo Mateos; Georgios B. Giannakis (IEEE Trans. Signal Process., 2013)

Decentralized Sparsity-Regularized Rank Minimization: Algorithms and Applications. - Morteza Mardani; Gonzalo Mateos; Georgios B. Giannakis (IEEE Trans. Signal Process., 2013)

Joint Multicast Beamforming and Antenna Selection. - Omar Mehanna; Nicholas D. Sidiropoulos; Georgios B. Giannakis (IEEE Trans. Signal Process., 2013)

Resource Allocation for OFDMA Cognitive Radios Under Channel Uncertainty. - Seung-Jun Kim 002; Nasim Yahya Soltani; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2013)

Chance-Constrained Optimization of OFDMA Cognitive Radio Uplinks. - Nasim Yahya Soltani; Seung-Jun Kim 002; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2013)

Online censoring for large-scale regressions. - Dimitris Berberidis; Gang Wang 014; Georgios B. Giannakis; Vassilis Kekatos (ACSSC, 2014)

Online optimal power flow with renewables. - Seung-Jun Kim 002; Georgios B. Giannakis; Kwang Y. Lee (ACSSC, 2014)

Classification of streaming big data with misses. - Fatemeh Sheikholeslami; Morteza Mardani; Georgios B. Giannakis (ACSSC, 2014)

Big data clustering via random sketching and validation. - Panagiotis A. Traganitis; Konstantinos Slavakis; Georgios B. Giannakis (ACSSC, 2014)

Distributed market clearing with wind generation and large-scale dispatchable loads. - Yu Zhang 005; Georgios B. Giannakis (CDC, 2014)

Linear minimum mean-square error estimation based on high-dimensional data with missing values. - Mahdi Zamanighomi; Zhengdao Wang; Konstantinos Slavakis; Georgios B. Giannakis (CISS, 2014)

Tracking anomalous community memberships in time-varying networks. - Brian Baingana; Georgios B. Giannakis (GlobalSIP, 2014)

Online learning of electric vehicle consumers' charging behavior with missing data. - Nasim Yahya Soltani; Georgios B. Giannakis (GlobalSIP, 2014)

Clustering high-dimensional data via random sampling and consensus. - Panagiotis A. Traganitis; Konstantinos Slavakis; Georgios B. Giannakis (GlobalSIP, 2014)

Online reconstruction from big data via compressive censoring. - Gang Wang 014; Dimitris Berberidis; Vassilis Kekatos; Georgios B. Giannakis (GlobalSIP, 2014)

A proximal gradient algorithm for tracking cascades over networks. - Brian Baingana; Gonzalo Mateos; Georgios B. Giannakis (ICASSP, 2014)

Sparse dictionary learning from 1-BIT data. - Jarvis D. Haupt; Nikos D. Sidiropoulos; Georgios B. Giannakis (ICASSP, 2014)

Kernel selection for power market inference via block successive upper bound minimization. - Vassilis Kekatos; Yu Zhang 005; Georgios B. Giannakis (ICASSP, 2014)

Online semidefinite programming for power system state estimation. - Seung-Jun Kim 002; Gang Wang 014; Georgios B. Giannakis (ICASSP, 2014)

Online dictionary learning from big data using accelerated stochastic approximation algorithms. - Konstantinos Slavakis; Georgios B. Giannakis (ICASSP, 2014)

Imputation of streaming low-rank tensor data. - Morteza Mardani; Gonzalo Mateos; Georgios B. Giannakis (SAM, 2014)

Real-time electricity pricing for demand response using online convex optimization. - Seung-Jun Kim 002; Georgios B. Giannakis (ISGT, 2014)

Optimal Dispatch of Residential Photovoltaic Inverters Under Forecasting Uncertainties. - Emiliano Dall'Anese; Sairaj V. Dhople; Brian B. Johnson; Georgios B. Giannakis (CoRR, 2014)

Backhaul-Constrained Multi-Cell Cooperation Leveraging Sparsity and Spectral Clustering. - Swayambhoo Jain; Seung-Jun Kim 002; Georgios B. Giannakis (CoRR, 2014)

Stochastic Reactive Power Management in Microgrids with Renewables. - Vassilis Kekatos; Gang Wang 014; Antonio J. Conejo; Georgios B. Giannakis (CoRR, 2014)

Tracking target signal strengths on a grid using sparsity. - Shahrokh Farahmand; Georgios B. Giannakis; Geert Leus; Zhi Tian (EURASIP J. Adv. Signal Process., 2014)

Cross-Layer Optimization and Receiver Localization for Cognitive Networks Using Interference Tweets. - Antonio G. Marqués; Emiliano Dall'Anese; Georgios B. Giannakis (IEEE J. Sel. Areas Commun., 2014)

Power System Nonlinear State Estimation Using Distributed Semidefinite Programming. - Hao Zhu 001; Georgios B. Giannakis (IEEE J. Sel. Top. Signal Process., 2014)

Proximal-Gradient Algorithms for Tracking Cascades Over Social Networks. - Brian Baingana; Gonzalo Mateos; Georgios B. Giannakis (IEEE J. Sel. Top. Signal Process., 2014)

Electricity Market Forecasting via Low-Rank Multi-Kernel Learning. - Vassilis Kekatos; Yu Zhang 005; Georgios B. Giannakis (IEEE J. Sel. Top. Signal Process., 2014)

Signal Processing for Big Data [From the Guest Editors]. - Georgios B. Giannakis; Francis R. Bach; Raphael Cendrillon; Michael W. Mahoney; Jennifer Neville (IEEE Signal Process. Mag., 2014)

Modeling and Optimization for Big Data Analytics: (Statistical) learning tools for our era of data deluge. - Konstantinos Slavakis; Georgios B. Giannakis; Gonzalo Mateos (IEEE Signal Process. Mag., 2014)

Stochastic Approximation vis-a-vis Online Learning for Big Data Analytics [Lecture Notes]. - Konstantinos Slavakis; Seung-Jun Kim 002; Gonzalo Mateos; Georgios B. Giannakis (IEEE Signal Process. Mag., 2014)

Dynamic Network Delay Cartography. - Ketan Rajawat; Emiliano Dall'Anese; Georgios B. Giannakis (IEEE Trans. Inf. Theory, 2014)

Prediction of Partially Observed Dynamical Processes Over Networks via Dictionary Learning. - Pedro A. Forero; Ketan Rajawat; Georgios B. Giannakis (IEEE Trans. Signal Process., 2014)

Robust kriged Kalman filtering. - Brian Baingana; Emiliano Dall'Anese; Gonzalo Mateos; Georgios B. Giannakis (ACSSC, 2015)

Data sketching for tracking large-scale dynamical processes. - Dimitris Berberidis; Georgios B. Giannakis (ACSSC, 2015)

Big data sketching with model mismatch. - Sundeep Prabhakar Chepuri; Yu Zhang 005; Geert Leus; Georgios B. Giannakis (ACSSC, 2015)

Large-scale subspace clustering using random sketching and validation. - Panagiotis A. Traganitis; Konstantinos Slavakis; Georgios B. Giannakis (ACSSC, 2015)

Regulation of dynamical systems to optimal solutions of semidefinite programs: Algorithms and applications to AC optimal power flow. - Emiliano Dall'Anese; Sairaj V. Dhople; Georgios B. Giannakis (ACC, 2015)

Distributed robust resource allocation for renewable powered wireless cellular networks. - Yu Zhang 005; Xin Wang 003; Georgios B. Giannakis; Shuyan Hu (BlackSeaCom, 2015)

Dynamic and decentralized learning of overlapping network communities. - Brian Baingana; Georgios B. Giannakis (CAMSAP, 2015)

Stochastic semiparametric regression for spectrum cartography. - Daniel Romero 004; Seung-Jun Kim 002; Georgios B. Giannakis (CAMSAP, 2015)

Online spectrum cartography via quantized measurements. - Daniel Romero 004; Seung-Jun Kim 002; Georgios B. Giannakis (CISS, 2015)

Online subspace learning and nonlinear classification of Big Data with misses. - Fatemeh Sheikholeslami; Georgios B. Giannakis (CISS, 2015)

Online sketching of big categorical data with absent features. - Yanning Shen; Morteza Mardani; Georgios B. Giannakis (CISS, 2015)

Spectral clustering of large-scale communities via random sketching and validation. - Panagiotis A. Traganitis; Konstantinos Slavakis; Georgios B. Giannakis (CISS, 2015)

Short-term wind power forecasting using nonnegative sparse coding. - Yu Zhang 005; Seung-Jun Kim 002; Georgios B. Giannakis (CISS, 2015)

Online sketching for big data subspace learning. - Morteza Mardani; Georgios B. Giannakis (EUSIPCO, 2015)

Switched dynamic structural equation models for tracking social network topologies. - Brian Baingana; Georgios B. Giannakis (GlobalSIP, 2015)

Energy and workload management for data centers in renewable-integrated power grid. - Tianyi Chen; Xin Wang 003; Georgios B. Giannakis (GlobalSIP, 2015)

Microgrid dispatch and price of reliability using stochastic approximation. - Luis M. Lopez-Ramos; Vassilis Kekatos; Antonio G. Marqués; Georgios B. Giannakis (GlobalSIP, 2015)

Kernel-based low-rank feature extraction on a budget for big data streams. - Fatemeh Sheikholeslami; Dimitris Berberidis; Georgios B. Giannakis (GlobalSIP, 2015)

Optimal Dynamic Power Management for Green Coordinated Multipoint Systems. - Xin Wang 003; Tianyi Chen; Yu Zhang 005; Georgios B. Giannakis (GLOBECOM, 2015)

Kernel-based embeddings for large graphs with centrality constraints. - Brian Baingana; Georgios B. Giannakis (ICASSP, 2015)

Adaptive censoring for large-scale regressions. - Dimitris K. Berberidis; Vassilis Kekatos; Gang Wang 014; Georgios B. Giannakis (ICASSP, 2015)

Spectrum cartography using quantized observations. - Daniel Romero 004; Seung-Jun Kim 002; Roberto López-Valcarce; Georgios B. Giannakis (ICASSP, 2015)

Fast localized voltage regulation in single-phase distribution grids. - Vassilis Kekatos; Liang Zhang 006; Georgios B. Giannakis; Ross Baldick (SmartGridComm, 2015)

Optimal resource allocation for smart-grid powered MIMO broadcast channels. - Shuyan Hu; Xin Wang 003; Yu Zhang 005; Georgios B. Giannakis (WCSP, 2015)

Underlay multi-hop cognitive networks with orthogonal access. - Antonio G. Marqués; Sergio Molinero; Georgios B. Giannakis (WOWMOM, 2015)

Decentralized learning for wireless communications and networking. - Georgios B. Giannakis; Qing Ling 001; Gonzalo Mateos; Ioannis D. Schizas; Hao Zhu 001 (CoRR, 2015)

Voltage Regulation Algorithms for Multiphase Power Distribution Grids. - Vassilis Kekatos; Liang Zhang 006; Georgios B. Giannakis; Ross Baldick (CoRR, 2015)

Large-scale subspace clustering using sketching and validation. - Panagiotis A. Traganitis; Konstantinos Slavakis; Georgios B. Giannakis (CoRR, 2015)

Ergodic Energy Management Leveraging Resource Variability in Distribution Grids. - Gang Wang 014; Vassilis Kekatos; Antonio J. Conejo; Georgios B. Giannakis (CoRR, 2015)

Distributed Stochastic Market Clearing with High-Penetration Wind Power. - Yu Zhang 005; Georgios B. Giannakis (CoRR, 2015)

Introduction to the issue on signal processing for big data. - Georgios B. Giannakis; Raphael Cendrillon; Volkan Cevher; Ananthram Swami; Zhi Tian (IEEE J. Sel. Top. Signal Process., 2015)

Sketch and Validate for Big Data Clustering. - Panagiotis A. Traganitis; Konstantinos Slavakis; Georgios B. Giannakis (IEEE J. Sel. Top. Signal Process., 2015)

Real-Time Load Elasticity Tracking and Pricing for Electric Vehicle Charging. - Nasim Yahya Soltani; Seung-Jun Kim 002; Georgios B. Giannakis (IEEE Trans. Smart Grid, 2015)

Subspace Learning and Imputation for Streaming Big Data Matrices and Tensors. - Morteza Mardani; Gonzalo Mateos; Georgios B. Giannakis (IEEE Trans. Signal Process., 2015)

Robust Smart-Grid-Powered Cooperative Multipoint Systems. - Xin Wang 003; Yu Zhang 005; Georgios B. Giannakis; Shuyan Hu (IEEE Trans. Wirel. Commun., 2015)

Space-time scheduling for green data center networks. - Tianyi Chen; Antonio G. Marqués; Georgios B. Giannakis (ACSSC, 2016)

Kernel-based reconstruction of space-time functions via extended graphs. - Vassilis N. Ioannidis; Daniel Romero 004; Georgios B. Giannakis (ACSSC, 2016)

Inferring directed network topologies via tensor factorization. - Yanning Shen; Brian Baingana; Georgios B. Giannakis (ACSSC, 2016)

A randomized approach to large-scale subspace clustering. - Panagiotis A. Traganitis; Georgios B. Giannakis (ACSSC, 2016)

A generalized Frank-wolfe approach to decentralized electric vehicle charging. - Liang Zhang 006; Vassilis Kekatos; Georgios B. Giannakis (CDC, 2016)

Nonlinear structural equation models for network topology inference. - Yanning Shen; Brian Baingana; Georgios B. Giannakis (CISS, 2016)

Efficient subspace clustering of large-scale data streams with misses. - Panagiotis A. Traganitis; Georgios B. Giannakis (CISS, 2016)

Online dictionary learning from large-scale binary data. - Yanning Shen; Georgios B. Giannakis (EUSIPCO, 2016)

A data-driven approach to stochastic network optimization. - Tianyi Chen; Aryan Mokhtari; Xin Wang 003; Alejandro Ribeiro; Georgios B. Giannakis (GlobalSIP, 2016)

Blind channel gain cartography. - Daniel Romero 004; Donghoon Lee 005; Georgios B. Giannakis (GlobalSIP, 2016)

Egonet tensor decomposition for community identification. - Fatemeh Sheikholeslami; Brian Baingana; Georgios B. Giannakis; Nikolas D. Sidiropoulos (GlobalSIP, 2016)

Tracking dynamic piecewise-constant network topologies via adaptive tensor factorization. - Yanning Shen; Brian Baingana; Georgios B. Giannakis (GlobalSIP, 2016)

PARAFAC-based multilinear subspace clustering for tensor data. - Panagiotis A. Traganitis; Georgios B. Giannakis (GlobalSIP, 2016)

Power system state estimation via feasible point pursuit. - Gang Wang 014; Ahmed S. Zamzam; Georgios B. Giannakis; Nicholas D. Sidiropoulos (GlobalSIP, 2016)

Two-Scale Stochastic Control for Smart-Grid Powered Coordinated Multi-Point Systems. - Xiaojing Chen 001; Tianyi Chen; Xin Wang 003; Longbo Huang; Georgios B. Giannakis (GLOBECOM, 2016)

Stochastic online control for smart-grid powered MIMO downlink transmissions. - Xiaojing Chen 001; Tianyi Chen; Xin Wang 003; Georgios B. Giannakis (ICASSP, 2016)

Robust geographical load balancing for sustainable data centers. - Tianyi Chen; Yu Zhang 005; Xin Wang 003; Georgios B. Giannakis (ICASSP, 2016)

Multi-kernel based nonlinear models for connectivity identification of brain networks. - G. V. Karanikolas; Georgios B. Giannakis; Konstantinos Slavakis; Richard M. Leahy (ICASSP, 2016)

Quickest convergence of online algorithms via data selection. - Daniel Romero 004; Dimitris Berberidis; Georgios B. Giannakis (ICASSP, 2016)

Stochastic energy management in distribution grids. - Gang Wang 014; Vassilis Kekatos; Georgios B. Giannakis (ICASSP, 2016)

Estimating high-dimensional covariance matrices with misses for Kronecker product expansion models. - Mahdi Zamanighomi; Zhengdao Wang; Georgios B. Giannakis (ICASSP, 2016)

Solving Random Systems of Quadratic Equations via Truncated Generalized Gradient Flow. - Gang Wang 014; Georgios B. Giannakis (NIPS, 2016)

Estimating signals over graphs via multi-kernel learning. - Daniel Romero 004; Meng Ma; Georgios B. Giannakis (SSP, 2016)

Fast convergent algorithms for multi-kernel regression. - Liang Zhang 006; Daniel Romero 004; Georgios B. Giannakis (SSP, 2016)

Tracking Tensor Subspaces with Informative Random Sampling for Real-Time MR Imaging. - Morteza Mardani; Georgios B. Giannakis; Kâmil Ugurbil (CoRR, 2016)

Large-scale Kernel-based Feature Extraction via Budgeted Nonlinear Subspace Tracking. - Fatemeh Sheikholeslami; Dimitris Berberidis; Georgios B. Giannakis (CoRR, 2016)

Two-Scale Stochastic Control for Multipoint Communication Systems with Renewables. - Xin Wang 003; Xiaojing Chen 001; Tianyi Chen; Longbo Huang; Georgios B. Giannakis (CoRR, 2016)

Deep Double Sparsity Encoder: Learning to Sparsify Not Only Features But Also Parameters. - Zhangyang Wang; Liang Zhang 006; Yingzhen Yang; Jiayu Zhou; Georgios B. Giannakis; Thomas S. Huang (CoRR, 2016)

Robust Workload and Energy Management for Sustainable Data Centers. - Tianyi Chen; Yu Zhang 005; Xin Wang 003; Georgios B. Giannakis (IEEE J. Sel. Areas Commun., 2016)

Dynamic Resource Allocation for Smart-Grid Powered MIMO Downlink Transmissions. - Xin Wang 003; Tianyi Chen; Xiaojing Chen 001; Xiaolin Zhou; Georgios B. Giannakis (IEEE J. Sel. Areas Commun., 2016)

Dynamic Energy Management for Smart-Grid-Powered Coordinated Multipoint Systems. - Xin Wang 003; Yu Zhang 005; Tianyi Chen; Georgios B. Giannakis (IEEE J. Sel. Areas Commun., 2016)

Cooling-Aware Energy and Workload Management in Data Centers via Stochastic Optimization. - Tianyi Chen; Xin Wang 003; Georgios B. Giannakis (IEEE J. Sel. Top. Signal Process., 2016)

Estimating Traffic and Anomaly Maps via Network Tomography. - Morteza Mardani; Georgios B. Giannakis (IEEE/ACM Trans. Netw., 2016)

Scalable Optimization Methods for Distribution Networks With High PV Integration. - Swaroop S. Guggilam; Emiliano Dall'Anese; Yu Christine Chen; Sairaj V. Dhople; Georgios B. Giannakis (IEEE Trans. Smart Grid, 2016)

Online Energy Price Matrix Factorization for Power Grid Topology Tracking. - Vassilis Kekatos; Georgios B. Giannakis; Ross Baldick (IEEE Trans. Smart Grid, 2016)

Joint Community and Anomaly Tracking in Dynamic Networks. - Brian Baingana; Georgios B. Giannakis (IEEE Trans. Signal Process., 2016)

Online Censoring for Large-Scale Regressions with Application to Streaming Big Data. - Dimitris Berberidis; Vassilis Kekatos; Georgios B. Giannakis (IEEE Trans. Signal Process., 2016)

Weighted Sum-Rate Maximization for MIMO Downlink Systems Powered by Renewables. - Shuyan Hu; Yu Zhang 005; Xin Wang 003; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2016)

Backhaul-Constrained Multicell Cooperation Leveraging Sparsity and Spectral Clustering. - Swayambhoo Jain; Seung-Jun Kim 002; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2016)

Online learning for "thing-adaptive" Fog Computing in IoT. - Tianyi Chen; Yanning Shen; Qing Ling 001; Georgios B. Giannakis (ACSSC, 2017)

Multi-kernel change detection for dynamic functional connectivity graphs. - Georgios Vasileios Karanikolas; Olaf Sporns; Georgios B. Giannakis (ACSSC, 2017)

Soft unveiling of communities via egonet tensors. - Fatemeh Sheikholeslami; Georgios B. Giannakis (ACSSC, 2017)

Directed network topology inference via sparse joint diagonalization. - Yanning Shen; Xiao Fu 001; Georgios B. Giannakis; Nicholas D. Sidiropoulos (ACSSC, 2017)

Scalable kernel-based learning via low-rank approximation of lifted data. - Fatemeh Sheikholeslami; Georgios B. Giannakis (Allerton, 2017)

Memory efficient low-rank non-linear subspace tracking. - Fatemeh Sheikholeslami; Dimitris Berberidis; Georgios B. Giannakis (CAMSAP, 2017)

Nonlinear dimensionality reduction on graphs. - Yanning Shen; Panagiotis A. Traganitis; Georgios B. Giannakis (CAMSAP, 2017)

Distributed sketched subspace clustering for large-scale datasets. - Panagiotis A. Traganitis; Georgios B. Giannakis (CAMSAP, 2017)

Going beyond linear dependencies to unveil connectivity of meshed grids. - Liang Zhang 006; Gang Wang 014; Georgios B. Giannakis (CAMSAP, 2017)

Online convex optimization for dynamic network resource allocation. - Tianyi Chen; Qing Ling 001; Georgios B. Giannakis (EUSIPCO, 2017)

Inference of spatiotemporal processes over graphs via kernel kriged Kalman filtering. - Vassilis N. Ioannidis; Daniel Romero 004; Georgios B. Giannakis (EUSIPCO, 2017)

Network topology inference via elastic net structural equation models. - Panagiotis A. Traganitis; Yanning Shen; Georgios B. Giannakis (EUSIPCO, 2017)

Solving large-scale systems of random quadratic equations via stochastic truncated amplitude flow. - Gang Wang 014; Georgios B. Giannakis; Jie Chen 003 (EUSIPCO, 2017)

Active sampling for graph-aware classification. - Dimitris Berberidis; Georgios B. Giannakis (GlobalSIP, 2017)

Semi-parametric graph kernel-based reconstruction. - Vassilis N. Ioannidis; Athanasios N. Nikolakopoulos; Georgios B. Giannakis (GlobalSIP, 2017)

Real-time energy management with improved cost-capacity tradeoff. - Bingcong Li; Tianyi Chen; Xin Wang 003; Georgios B. Giannakis (GlobalSIP, 2017)

Learning from unequally reliable blind ensembles of classifiers. - Panagiotis A. Traganitis; Alba Pagès-Zamora; Georgios B. Giannakis (GlobalSIP, 2017)

Distributed Stochastic Optimization of Network Function Virtualization. - Xiaojing Chen 001; Wei Ni 001; Tianyi Chen; Iain B. Collings; Xin Wang 003; Ren Ping Liu; Georgios B. Giannakis (GLOBECOM, 2017)

Identifying directional connections in brain networks via multi-kernel granger models. - G. V. Karanikolas; Georgios B. Giannakis (ICASSP, 2017)

Robust clustering of data collected via crowdsourcing. - Alba Pagès-Zamora; Georgios B. Giannakis; Roberto López-Valcarce; Pere Gimenez-Febrer (ICASSP, 2017)

Topology inference of directed graphs using nonlinear structural vector autoregressive models. - Yanning Shen; Brian Baingana; Georgios B. Giannakis (ICASSP, 2017)

SPARTA: Sparse phase retrieval via Truncated Amplitude flow. - Gang Wang 014; Georgios B. Giannakis; Jie Chen 003; Mehmet Akçakaya (ICASSP, 2017)

Distributed recursive least-squares with data-adaptive censoring. - Zifeng Wang 003; Zheng Yu; Qing Ling 001; Dimitris Berberidis; Georgios B. Giannakis (ICASSP, 2017)

Overlapping Community Detection via Constrained PARAFAC: A Divide and Conquer Approach. - Fatemeh Sheikholeslami; Georgios B. Giannakis (ICDM, 2017)

Topology inference of multilayer networks. - Panagiotis A. Traganitis; Yanning Shen; Georgios B. Giannakis (INFOCOM Workshops, 2017)

Performance bounds of estimators in molecular communications under structural constraints. - Alireza Sadeghi; Siavash Ghavami; Georgios B. Giannakis (NANOCOM, 2017)

Solving Most Systems of Random Quadratic Equations. - Gang Wang 014; Georgios B. Giannakis; Yousef Saad; Jie Chen 003 (NIPS, 2017)

Learn-and-adapt network resource allocation. - Tianyi Chen; Qing Ling 001; Georgios B. Giannakis (SPAWC, 2017)

An Online Convex Optimization Approach to Dynamic Network Resource Allocation. - Tianyi Chen; Qing Ling 001; Georgios B. Giannakis (CoRR, 2017)

Solving Almost all Systems of Random Quadratic Equations. - Gang Wang 014; Georgios B. Giannakis; Yousef Saad; Jie Chen 003 (CoRR, 2017)

PSSE Redux: Convex Relaxation, Decentralized, Robust, and Dynamic Approaches. - Vassilis Kekatos; Gang Wang 014; Hao Zhu 001; Georgios B. Giannakis (CoRR, 2017)

Inference of Spatio-Temporal Functions over Graphs via Multi-Kernel Kriged Kalman Filtering. - Vassilis N. Ioannidis; Daniel Romero 004; Georgios B. Giannakis (CoRR, 2017)

Kernel-based Inference of Functions over Graphs. - Vassilis N. Ioannidis; Meng Ma; Athanasios N. Nikolakopoulos; Georgios B. Giannakis (CoRR, 2017)

Blind Multi-class Ensemble Learning with Unequally Reliable Classifiers. - Panagiotis A. Traganitis; Alba Pagès-Zamora; Georgios B. Giannakis (CoRR, 2017)

Optimal Schedule of Mobile Edge Computing for Internet of Things Using Partial Information. - Xinchen Lyu; Wei Ni 001; Hui Tian 003; Ren Ping Liu; Xin Wang 003; Georgios B. Giannakis; Arogyaswami Paulraj (IEEE J. Sel. Areas Commun., 2017)

Kernel-Based Reconstruction of Space-Time Functions on Dynamic Graphs. - Daniel Romero 004; Vassilis N. Ioannidis; Georgios B. Giannakis (IEEE J. Sel. Top. Signal Process., 2017)

DGLB: Distributed Stochastic Geographical Load Balancing over Cloud Networks. - Tianyi Chen; Antonio G. Marqués; Georgios B. Giannakis (IEEE Trans. Parallel Distributed Syst., 2017)

An Online Convex Optimization Approach to Real-Time Energy Pricing for Demand Response. - Seung-Jun Kim 002; Georgios B. Giannakis (IEEE Trans. Smart Grid, 2017)

Tracking Switched Dynamic Network Topologies From Information Cascades. - Brian Baingana; Georgios B. Giannakis (IEEE Trans. Signal Process., 2017)

Data Sketching for Large-Scale Kalman Filtering. - Dimitris Berberidis; Georgios B. Giannakis (IEEE Trans. Signal Process., 2017)

An Online Convex Optimization Approach to Proactive Network Resource Allocation. - Tianyi Chen; Qing Ling 001; Georgios B. Giannakis (IEEE Trans. Signal Process., 2017)

Stochastic Averaging for Constrained Optimization With Application to Online Resource Allocation. - Tianyi Chen; Aryan Mokhtari; Xin Wang 003; Alejandro Ribeiro; Georgios B. Giannakis (IEEE Trans. Signal Process., 2017)

Learning Power Spectrum Maps From Quantized Power Measurements. - Daniel Romero 004; Seung-Jun Kim 002; Georgios B. Giannakis; Roberto López-Valcarce (IEEE Trans. Signal Process., 2017)

Kernel-Based Reconstruction of Graph Signals. - Daniel Romero 004; Meng Ma; Georgios B. Giannakis (IEEE Trans. Signal Process., 2017)

Kernel-Based Structural Equation Models for Topology Identification of Directed Networks. - Yanning Shen; Brian Baingana; Georgios B. Giannakis (IEEE Trans. Signal Process., 2017)

Tensor Decompositions for Identifying Directed Graph Topologies and Tracking Dynamic Networks. - Yanning Shen; Brian Baingana; Georgios B. Giannakis (IEEE Trans. Signal Process., 2017)

Online Categorical Subspace Learning for Sketching Big Data with Misses. - Yanning Shen; Morteza Mardani; Georgios B. Giannakis (IEEE Trans. Signal Process., 2017)

Scalable Solvers of Random Quadratic Equations via Stochastic Truncated Amplitude Flow. - Gang Wang 014; Georgios B. Giannakis; Jie Chen 003 (IEEE Trans. Signal Process., 2017)

Randomized Block Frank-Wolfe for Convergent Large-Scale Learning. - Liang Zhang 006; Gang Wang 014; Daniel Romero 004; Georgios B. Giannakis (IEEE Trans. Signal Process., 2017)

Channel Gain Cartography for Cognitive Radios Leveraging Low Rank and Sparsity. - Donghoon Lee 005; Seung-Jun Kim 002; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2017)

Real-Time Energy Trading and Future Planning for Fifth Generation Wireless Communications. - Xiaojing Chen 001; Wei Ni 001; Tianyi Chen; Iain B. Collings; Xin Wang 003; Georgios B. Giannakis (IEEE Wirel. Commun., 2017)

Signal and Graph Perturbations via Total Least-Squares. - Elena Ceci; Yanning Shen; Georgios B. Giannakis; Sergio Barbarossa (ACSSC, 2018)

Nonlinear Discriminative Dimensionality Reduction of Multiple Datasets. - Jia Chen 002; Gang Wang 014; Georgios B. Giannakis (ACSSC, 2018)

Secure Edge Computing in IoT via Online Learning. - Bingcong Li; Tianyi Chen; Xin Wang 003; Georgios B. Giannakis (ACSSC, 2018)

Graph-aware Weighted Hybrid ADMM for Fast Decentralized Optimization. - Meng Ma; Georgios B. Giannakis (ACSSC, 2018)

Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments. - Yanning Shen; Tianyi Chen; Georgios B. Giannakis (AISTATS, 2018)

Aggregating Flexibility of Heterogeneous Energy Resources in Distribution Networks. - Tianyi Chen; Na Li 002; Georgios B. Giannakis (ACC, 2018)

AdaDIF: Adaptive Diffusions for Efficient Semi-supervised Learning over Graphs. - Dimitris Berberidis; Athanasios N. Nikolakopoulos; Georgios B. Giannakis (IEEE BigData, 2018)

Semi-Blind Inference of Topologies and Signals over Graphs. - Vassilis N. Ioannidis; Yanning Shen; Georgios B. Giannakis (DSW, 2018)

Online Identification of Directional Graph Topologies Capturing Dynamic and Nonlinear Dependencies. - Yanning Shen; Georgios B. Giannakis (DSW, 2018)

Blind Multi-class Ensemble Learning with Dependent Classifiers. - Panagiotis A. Traganitis; Georgios B. Giannakis (EUSIPCO, 2018)

Sparse Phase Retrieval Via Iteratively Reweighted Amplitude Flow. - Gang Wang 014; Liang Zhang 006; Georgios B. Giannakis; Jie Chen 003 (EUSIPCO, 2018)

Imputation of Coupled Tensors and Graphs. - Vassilis N. Ioannidis; Ahmed S. Zamzam; Georgios B. Giannakis; Nikolas D. Sidiropoulos (GlobalSIP, 2018)

Fast Asynchronous Decentralized Optimization: Allowing Multiple Masters. - Meng Ma; Jineng Ren; Georgios B. Giannakis; Jarvis D. Haupt (GlobalSIP, 2018)

Real-Time Power System State Estimation via Deep Unrolled Neural Networks. - Liang Zhang 006; Gang Wang 014; Georgios B. Giannakis (GlobalSIP, 2018)

Random Walks with Restarts for Graph-Based Classification: Teleportation Tuning and Sampling Design. - Dimitris Berberidis; Athanasios N. Nikolakopoulos; Georgios B. Giannakis (ICASSP, 2018)

Harnessing Bandit Online Learning to Low-Latency Fog Computing. - Tianyi Chen; Georgios B. Giannakis (ICASSP, 2018)

Adaptive Bayesian Channel Gain Cartography. - Donghoon Lee 005; Dimitris Berberidis; Georgios B. Giannakis (ICASSP, 2018)

Fast Decentralized Learning Via Hybrid Consensus Admm. - Meng Ma; Athanasios N. Nikolakopoulos; Georgios B. Giannakis (ICASSP, 2018)

Reinforcement Learning for 5G Caching with Dynamic Cost. - Alireza Sadeghi; Fatemeh Sheikholeslami; Antonio G. Marqués; Georgios B. Giannakis (ICASSP, 2018)

Online Multi-Kernel Learning with Orthogonal Random Features. - Yanning Shen; Tianyi Chen; Georgios B. Giannakis (ICASSP, 2018)

Dpca: Dimensionality Reduction for Discriminative Analytics of Multiple Large-Scale Datasets. - Gang Wang 014; Jia Chen 002; Georgios B. Giannakis (ICASSP, 2018)

Fully Automatic Segmentation of the Right Ventricle Via Multi-Task Deep Neural Networks. - Liang Zhang 006; Georgios Vasileios Karanikolas; Mehmet Akçakaya; Georgios B. Giannakis (ICASSP, 2018)

LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning. - Tianyi Chen; Georgios B. Giannakis; Tao Sun 005; Wotao Yin (NeurIPS, 2018)

Kernel-Based Semi-Supervised Learning Over Multilayer Graphs. - Vassilis N. Ioannidis; Panagiotis A. Traganitis; Yanning Shen; Georgios B. Giannakis (SPAWC, 2018)

Optimal Dynamic Proactive Caching Via Reinforcement Learning. - Alireza Sadeghi; Fatemeh Sheikholeslami; Georgios B. Giannakis (SPAWC, 2018)

Online Learning Adaptive to Dynamic and Adversarial Environments. - Yanning Shen; Tianyi Chen; Georgios B. Giannakis (SPAWC, 2018)

Canonical Correlation Analysis with Common Graph Priors. - Jia Chen 002; Gang Wang 014; Yanning Shen; Georgios B. Giannakis (SSP, 2018)

Fast Decentralized Optimization over Networks. - Meng Ma; Athanasios N. Nikolakopoulos; Georgios B. Giannakis (CoRR, 2018)

Semi-Blind Inference of Topologies and Dynamical Processes over Graphs. - Vassilis N. Ioannidis; Yanning Shen; Georgios B. Giannakis (CoRR, 2018)

Delayed Bandit Online Learning with Unknown Delays. - Bingcong Li; Tianyi Chen; Georgios B. Giannakis (CoRR, 2018)

Real-time Power System State Estimation and Forecasting via Deep Neural Networks. - Liang Zhang 006; Gang Wang 014; Georgios B. Giannakis (CoRR, 2018)

Adaptive-similarity node embedding for scalable learning over graphs. - Dimitris Berberidis; Georgios B. Giannakis (CoRR, 2018)

Communication-Efficient Distributed Reinforcement Learning. - Tianyi Chen; Kaiqing Zhang; Georgios B. Giannakis; Tamer Basar (CoRR, 2018)

Hybrid ADMM: a unifying and fast approach to decentralized optimization. - Meng Ma; Athanasios N. Nikolakopoulos; Georgios B. Giannakis (EURASIP J. Adv. Signal Process., 2018)

Heterogeneous Online Learning for "Thing-Adaptive" Fog Computing in IoT. - Tianyi Chen; Qing Ling 001; Yanning Shen; Georgios B. Giannakis (IEEE Internet Things J., 2018)

Optimal and Scalable Caching for 5G Using Reinforcement Learning of Space-Time Popularities. - Alireza Sadeghi; Fatemeh Sheikholeslami; Georgios B. Giannakis (IEEE J. Sel. Top. Signal Process., 2018)

Topology Identification and Learning over Graphs: Accounting for Nonlinearities and Dynamics. - Georgios B. Giannakis; Yanning Shen; Georgios Vasileios Karanikolas (Proc. IEEE, 2018)

Learn-and-Adapt Stochastic Dual Gradients for Network Resource Allocation. - Tianyi Chen; Qing Ling 001; Georgios B. Giannakis (IEEE Trans. Control. Netw. Syst., 2018)

Scheduling of EV Battery Swapping-Part II: Distributed Solutions. - Pengcheng You; Steven H. Low; Liang Zhang 006; Ruilong Deng; Georgios B. Giannakis; Youxian Sun; Zaiyue Yang (IEEE Trans. Control. Netw. Syst., 2018)

Solving Systems of Random Quadratic Equations via Truncated Amplitude Flow. - Gang Wang 014; Georgios B. Giannakis; Yonina C. Eldar (IEEE Trans. Inf. Theory, 2018)

Two-Timescale Stochastic Dispatch of Smart Distribution Grids. - Luis M. Lopez-Ramos; Vassilis Kekatos; Antonio G. Marques; Georgios B. Giannakis (IEEE Trans. Smart Grid, 2018)

Two-Scale Stochastic Control for Integrated Multipoint Communication Systems With Renewables. - Xin Wang 003; Xiaojing Chen 001; Tianyi Chen; Longbo Huang; Georgios B. Giannakis (IEEE Trans. Smart Grid, 2018)

Compressive Phase Retrieval via Reweighted Amplitude Flow. - Liang Zhang 006; Gang Wang 014; Georgios B. Giannakis; Jie Chen 003 (IEEE Trans. Signal Process., 2018)

Phase Retrieval via Reweighted Amplitude Flow. - Gang Wang 014; Georgios B. Giannakis; Yousef Saad; Jie Chen 003 (IEEE Trans. Signal Process., 2018)

Data-Adaptive Active Sampling for Efficient Graph-Cognizant Classification. - Dimitris Berberidis; Georgios B. Giannakis (IEEE Trans. Signal Process., 2018)

Canonical Correlation Analysis of Datasets With a Common Source Graph. - Jia Chen 002; Gang Wang 014; Yanning Shen; Georgios B. Giannakis (IEEE Trans. Signal Process., 2018)

Inference of Spatio-Temporal Functions Over Graphs via Multikernel Kriged Kalman Filtering. - Vassilis N. Ioannidis; Daniel Romero 004; Georgios B. Giannakis (IEEE Trans. Signal Process., 2018)

Blind Radio Tomography. - Daniel Romero 004; Donghoon Lee 005; Georgios B. Giannakis (IEEE Trans. Signal Process., 2018)

Large-Scale Kernel-Based Feature Extraction via Low-Rank Subspace Tracking on a Budget. - Fatemeh Sheikholeslami; Dimitris Berberidis; Georgios B. Giannakis (IEEE Trans. Signal Process., 2018)

Identification of Overlapping Communities via Constrained Egonet Tensor Decomposition. - Fatemeh Sheikholeslami; Georgios B. Giannakis (IEEE Trans. Signal Process., 2018)

Sketched Subspace Clustering. - Panagiotis A. Traganitis; Georgios B. Giannakis (IEEE Trans. Signal Process., 2018)

Blind Multiclass Ensemble Classification. - Panagiotis A. Traganitis; Alba Pagès-Zamora; Georgios B. Giannakis (IEEE Trans. Signal Process., 2018)

Decentralized RLS With Data-Adaptive Censoring for Regressions Over Large-Scale Networks. - Zifeng Wang 003; Zheng Yu; Qing Ling 001; Dimitris Berberidis; Georgios B. Giannakis (IEEE Trans. Signal Process., 2018)

Sparse Phase Retrieval via Truncated Amplitude Flow. - Gang Wang 014; Liang Zhang 006; Georgios B. Giannakis; Mehmet Akçakaya; Jie Chen 003 (IEEE Trans. Signal Process., 2018)

Power System State Estimation via Feasible Point Pursuit: Algorithms and Cramér-Rao Bound. - Gang Wang 014; Ahmed S. Zamzam; Georgios B. Giannakis; Nicholas D. Sidiropoulos (IEEE Trans. Signal Process., 2018)

Distributed Online Optimization of Fog Computing for Selfish Devices With Out-of-Date Information. - Xinchen Lyu; Wei Ni 001; Hui Tian 003; Ren Ping Liu; Xin Wang 003; Georgios B. Giannakis; Arogyaswami Paulraj (IEEE Trans. Wirel. Commun., 2018)

RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets. - Liping Li 004; Wei Xu 010; Tianyi Chen; Georgios B. Giannakis; Qing Ling 001 (AAAI, 2019)

Learning Graph Processes with Multiple Dynamical Models. - Qin Lu 002; Vassilis N. Ioannidis; Georgios B. Giannakis; Mario Coutino (ACSSC, 2019)

Bandit Online Learning with Unknown Delays. - Bingcong Li; Tianyi Chen; Georgios B. Giannakis (AISTATS, 2019)

Scalable and Adaptive KNN for Regression Over Graphs. - Seth Barrash; Yanning Shen; Georgios B. Giannakis (CAMSAP, 2019)

Graph Neural Networks for Predicting Protein Functions. - Vassilis N. Ioannidis; Antonio G. Marques; Georgios B. Giannakis (CAMSAP, 2019)

Structured Egonet Tensors for Robust Node Embedding. - Fatemeh Sheikholeslami; Georgios B. Giannakis (CAMSAP, 2019)

Semi-Supervised Tracking of Dynamic Processes Over Switching Graphs. - Qin Lu 002; Vassilis N. Ioannidis; Georgios B. Giannakis (DSW, 2019)

Distribution System State Estimation Via Data-Driven and Physics-Aware Deep Neural Networks. - Liang Zhang 006; Gang Wang 014; Georgios B. Giannakis (DSW, 2019)

Multiview Canonical Correlation Analysis over Graphs. - Jia Chen 002; Gang Wang 014; Georgios B. Giannakis (ICASSP, 2019)

A Recurrent Graph Neural Network for Multi-relational Data. - Vassilis N. Ioannidis; Antonio G. Marques; Georgios B. Giannakis (ICASSP, 2019)

A Variational Bayes Approach to Adaptive Channel-gain Cartography. - Donghoon Lee 005; Georgios B. Giannakis (ICASSP, 2019)

Distributed Network Caching via Dynamic Programming. - Alireza Sadeghi; Antonio G. Marques; Georgios B. Giannakis (ICASSP, 2019)

Efficient Randomized Defense against Adversarial Attacks in Deep Convolutional Neural Networks. - Fatemeh Sheikholeslami; Swayambhoo Jain; Georgios B. Giannakis (ICASSP, 2019)

Power System State Forecasting via Deep Recurrent Neural Networks. - Liang Zhang 006; Gang Wang 014; Georgios B. Giannakis (ICASSP, 2019)

Communication-Efficient Distributed Learning via Lazily Aggregated Quantized Gradients. - Jun Sun 014; Tianyi Chen; Georgios B. Giannakis; Zaiyue Yang (NeurIPS, 2019)

Personalized diffusions for top-n recommendation. - Athanasios N. Nikolakopoulos; Dimitris Berberidis; George Karypis; Georgios B. Giannakis (RecSys, 2019)

Two-Timescale Voltage Regulation in Distribution Grids Using Deep Reinforcement Learning. - Qiuling Yang; Gang Wang 014; Alireza Sadeghi; Georgios B. Giannakis; Jian Sun 003 (SmartGridComm, 2019)

Analytical Models for Resonant Beam Communications. - Mingliang Xiong; Qingwen Liu 001; Gang Wang 014; Georgios B. Giannakis; Sihai Zhang; Chuan Huang 001 (WCSP, 2019)

Efficient proximal gradient algorithm for inference of differential gene networks. - Chen Wang 076; Feng Gao; Georgios B. Giannakis; Gennaro D'Urso; Xiaodong Cai (BMC Bioinform., 2019)

Resonant Beam Communications: Principles and Designs. - Mingliang Xiong; Qingwen Liu 001; Gang Wang 014; Georgios B. Giannakis; Chuan Huang 001 (IEEE Commun. Mag., 2019)

Adaptive Caching via Deep Reinforcement Learning. - Alireza Sadeghi; Gang Wang 014; Georgios B. Giannakis (CoRR, 2019)

Real-time Voltage Control Using Deep Reinforcement Learning. - Qiuling Yang; Gang Wang 014; Alireza Sadeghi; Georgios B. Giannakis; Jian Sun 003 (CoRR, 2019)

Tight Linear Convergence Rate of ADMM for Decentralized Optimization. - Meng Ma; Bingcong Li; Georgios B. Giannakis (CoRR, 2019)

Unsupervised Ensemble Classification with Dependent Data. - Panagiotis A. Traganitis; Georgios B. Giannakis (CoRR, 2019)

A Multistep Lyapunov Approach for Finite-Time Analysis of Biased Stochastic Approximation. - Gang Wang 014; Bingcong Li; Georgios B. Giannakis (CoRR, 2019)

Adaptive Step Sizes in Variance Reduction via Regularization. - Bingcong Li; Georgios B. Giannakis (CoRR, 2019)

GraphSAC: Detecting anomalies in large-scale graphs. - Vassilis N. Ioannidis; Dimitris Berberidis; Georgios B. Giannakis (CoRR, 2019)

Edge Dithering for Robust Adaptive Graph Convolutional Networks. - Vassilis N. Ioannidis; Georgios B. Giannakis (CoRR, 2019)

A Statistical Learning Approach to Reactive Power Control in Distribution Systems. - Qiuling Yang; Alireza Sadeghi; Gang Wang 014; Georgios B. Giannakis; Jian Sun 003 (CoRR, 2019)

Finite-Sample Analysis of Decentralized Temporal-Difference Learning with Linear Function Approximation. - Jun Sun 014; Gang Wang 014; Georgios B. Giannakis; Qinmin Yang; Zaiyue Yang (CoRR, 2019)

Compressed Sensing with Applications in Wireless Networks. - Markus Leinonen; Marian Codreanu; Georgios B. Giannakis (Found. Trends Signal Process., 2019)

Bandit Convex Optimization for Scalable and Dynamic IoT Management. - Tianyi Chen; Georgios B. Giannakis (IEEE Internet Things J., 2019)

Mobile Energy Transfer in Internet of Things. - Qingqing Zhang; Gang Wang 014; Jie Chen 003; Georgios B. Giannakis; Qingwen Liu 001 (IEEE Internet Things J., 2019)

Random Feature-based Online Multi-kernel Learning in Environments with Unknown Dynamics. - Yanning Shen; Tianyi Chen; Georgios B. Giannakis (J. Mach. Learn. Res., 2019)

Reinforcement Learning for Adaptive Caching With Dynamic Storage Pricing. - Alireza Sadeghi; Fatemeh Sheikholeslami; Antonio G. Marques; Georgios B. Giannakis (IEEE J. Sel. Areas Commun., 2019)

Distribution system state estimation: an overview of recent developments. - Gang Wang 014; Georgios B. Giannakis; Jie Chen 003; Jian Sun 003 (Frontiers Inf. Technol. Electron. Eng., 2019)

Learning and Management for Internet of Things: Accounting for Adaptivity and Scalability. - Tianyi Chen; Sergio Barbarossa; Xin Wang 003; Georgios B. Giannakis; Zhi-Li Zhang (Proc. IEEE, 2019)

Deep Reinforcement Learning for Adaptive Caching in Hierarchical Content Delivery Networks. - Alireza Sadeghi; Gang Wang 014; Georgios B. Giannakis (IEEE Trans. Cogn. Commun. Netw., 2019)

Robust Power System State Estimation From Rank-One Measurements. - Gang Wang 014; Hao Zhu 001; Georgios B. Giannakis; Jian Sun 003 (IEEE Trans. Control. Netw. Syst., 2019)

Multi-Timescale Online Optimization of Network Function Virtualization for Service Chaining. - Xiaojing Chen 001; Wei Ni 001; Tianyi Chen; Iain B. Collings; Xin Wang 003; Ren Ping Liu; Georgios B. Giannakis (IEEE Trans. Mob. Comput., 2019)

Real-Time Energy Management in Microgrids With Reduced Battery Capacity Requirements. - Bingcong Li; Tianyi Chen; Xin Wang 003; Georgios B. Giannakis (IEEE Trans. Smart Grid, 2019)

Robust and Scalable Power System State Estimation via Composite Optimization. - Gang Wang 014; Georgios B. Giannakis; Jie Chen 003 (IEEE Trans. Smart Grid, 2019)

Adaptive Diffusions for Scalable Learning Over Graphs. - Dimitris Berberidis; Athanasios N. Nikolakopoulos; Georgios B. Giannakis (IEEE Trans. Signal Process., 2019)

Nonlinear Dimensionality Reduction for Discriminative Analytics of Multiple Datasets. - Jia Chen 002; Gang Wang 014; Georgios B. Giannakis (IEEE Trans. Signal Process., 2019)

Graph Multiview Canonical Correlation Analysis. - Jia Chen 002; Gang Wang 014; Georgios B. Giannakis (IEEE Trans. Signal Process., 2019)

Matrix Completion and Extrapolation via Kernel Regression. - Pere Giménez-Febrer; Alba Pagès-Zamora; Georgios B. Giannakis (IEEE Trans. Signal Process., 2019)

Semi-Blind Inference of Topologies and Dynamical Processes Over Dynamic Graphs. - Vassilis N. Ioannidis; Yanning Shen; Georgios B. Giannakis (IEEE Trans. Signal Process., 2019)

Adaptive Bayesian Radio Tomography. - Donghoon Lee 005; Dimitris Berberidis; Georgios B. Giannakis (IEEE Trans. Signal Process., 2019)

Secure Mobile Edge Computing in IoT via Collaborative Online Learning. - Bingcong Li; Tianyi Chen; Georgios B. Giannakis (IEEE Trans. Signal Process., 2019)

Nonlinear Structural Vector Autoregressive Models With Application to Directed Brain Networks. - Yanning Shen; Georgios B. Giannakis; Brian Baingana (IEEE Trans. Signal Process., 2019)

Online Graph-Adaptive Learning With Scalability and Privacy. - Yanning Shen; Geert Leus; Georgios B. Giannakis (IEEE Trans. Signal Process., 2019)

Learning ReLU Networks on Linearly Separable Data: Algorithm, Optimality, and Generalization. - Gang Wang 014; Georgios B. Giannakis; Jie Chen 003 (IEEE Trans. Signal Process., 2019)

Real-Time Power System State Estimation and Forecasting via Deep Unrolled Neural Networks. - Liang Zhang 006; Gang Wang 014; Georgios B. Giannakis (IEEE Trans. Signal Process., 2019)

Unveiling Anomalous Edges and Nominal Connectivity of Attributed Networks. - Konstantinos D. Polyzos; Costas Mavromatis; Vassilis N. Ioannidis; Georgios B. Giannakis (ACSSC, 2020)

On the Convergence of SARAH and Beyond. - Bingcong Li; Meng Ma; Georgios B. Giannakis (AISTATS, 2020)

Ensemble Gaussian Processes with Spectral Features for Online Interactive Learning with Scalability. - Qin Lu 002; Georgios Vasileios Karanikolas; Yanning Shen; Georgios B. Giannakis (AISTATS, 2020)

Finite-Time Analysis of Decentralized Temporal-Difference Learning with Linear Function Approximation. - Jun Sun 014; Gang Wang 014; Georgios B. Giannakis; Qinmin Yang; Zaiyue Yang (AISTATS, 2020)

Finite-Time Error Bounds for Biased Stochastic Approximation with Applications to Q-Learning. - Gang Wang 014; Georgios B. Giannakis (AISTATS, 2020)

Constrained Clustering using Gaussian Processes. - Panagiotis A. Traganitis; Georgios B. Giannakis (EUSIPCO, 2020)

Self-Driven Graph Volterra Models for Higher-Order Link Prediction. - Mario Coutino; Georgios Vasileios Karanikolas; Geert Leus; Georgios B. Giannakis (ICASSP, 2020)

Defending Graph Convolutional Networks Against Adversarial Attacks. - Vassilis N. Ioannidis; Georgios B. Giannakis (ICASSP, 2020)

Revisit of Estimate Sequence for Accelerated Gradient Methods. - Bingcong Li; Mario Coutiño; Georgios B. Giannakis (ICASSP, 2020)

Semi-Supervised Learning of Processes Over Multi-Relational Graphs. - Qin Lu 002; Vassilis N. Ioannidis; Georgios B. Giannakis (ICASSP, 2020)

Preconditioning ADMM for Fast Decentralized Optimization. - Meng Ma; Georgios B. Giannakis (ICASSP, 2020)

Hierarchical Caching via Deep Reinforcement Learning. - Alireza Sadeghi; Gang Wang 014; Georgios B. Giannakis (ICASSP, 2020)

Active Learning with Unsupervised Ensembles of Classifiers. - Panagiotis A. Traganitis; Dimitris Berberidis; Georgios B. Giannakis (ICASSP, 2020)

Resilient to Byzantine Attacks Finite-Sum Optimization Over Networks. - Zhaoxian Wu; Qing Ling 001; Tianyi Chen; Georgios B. Giannakis (ICASSP, 2020)

Learning connectivity and higher-order interactions in radial distribution grids. - Qiuling Yang; Mario Coutino; Gang Wang 014; Georgios B. Giannakis; Geert Leus (ICASSP, 2020)

Pruned Graph Scattering Transforms. - Vassilis N. Ioannidis; Siheng Chen; Georgios B. Giannakis (ICLR, 2020)

Almost Tune-Free Variance Reduction. - Bingcong Li; Lingda Wang; Georgios B. Giannakis (ICML, 2020)

Minimum Uncertainty Based Detection of Adversaries in Deep Neural Networks. - Fatemeh Sheikholeslami; Swayambhoo Jain; Georgios B. Giannakis (ITA, 2020)

Decentralized TD Tracking with Linear Function Approximation and its Finite-Time Analysis. - Gang Wang 014; Songtao Lu; Georgios B. Giannakis; Gerald Tesauro; Jian Sun 003 (NeurIPS, 2020)

Deep Policy Gradient for Reactive Power Control in Distribution Systems. - Qiuling Yang; Alireza Sadeghi; Gang Wang 014; Georgios B. Giannakis; Jian Sun 003 (SmartGridComm, 2020)

Power System State Estimation Using Gauss-Newton Unrolled Neural Networks with Trainable Priors. - Qiuling Yang; Alireza Sadeghi; Gang Wang 014; Georgios B. Giannakis; Jian Sun 003 (SmartGridComm, 2020)

Robust PSSE Using Graph Neural Networks for Data-driven and Topology-aware Priors. - Qiuling Yang; Alireza Sadeghi; Gang Wang 014; Georgios B. Giannakis; Jian Sun 003 (CoRR, 2020)

Reinforcement Learning for Caching with Space-Time Popularity Dynamics. - Alireza Sadeghi; Georgios B. Giannakis; Gang Wang 014; Fatemeh Sheikholeslami (CoRR, 2020)

Communication-Efficient Robust Federated Learning Over Heterogeneous Datasets. - Yanjie Dong; Georgios B. Giannakis; Tianyi Chen; Julian Cheng; Md. Jahangir Hossain 002; Victor C. M. Leung (CoRR, 2020)

How Does Momentum Help Frank Wolfe? - Bingcong Li; Mario Coutino; Georgios B. Giannakis; Geert Leus (CoRR, 2020)

Learning while Respecting Privacy and Robustness to Distributional Uncertainties and Adversarial Data. - Alireza Sadeghi; Gang Wang 014; Meng Ma; Georgios B. Giannakis (CoRR, 2020)

Bayesian Semi-supervised Crowdsourcing. - Panagiotis A. Traganitis; Georgios B. Giannakis (CoRR, 2020)

Wireless Power Transmitter Deployment for Balancing Fairness and Charging Service Quality. - Mingqing Liu; Gang Wang 014; Georgios B. Giannakis; Mingliang Xiong; Qingwen Liu 001; Hao Deng 002 (IEEE Internet Things J., 2020)

Time-Varying Convex Optimization: Time-Structured Algorithms and Applications. - Andrea Simonetto; Emiliano Dall'Anese; Santiago Paternain; Geert Leus; Georgios B. Giannakis (Proc. IEEE, 2020)

Generalization Error Bounds for Kernel Matrix Completion and Extrapolation. - Pere Giménez-Febrer; Alba Pagès-Zamora; Georgios B. Giannakis (IEEE Signal Process. Lett., 2020)

Two-Timescale Voltage Control in Distribution Grids Using Deep Reinforcement Learning. - Qiuling Yang; Gang Wang 014; Alireza Sadeghi; Georgios B. Giannakis; Jian Sun 003 (IEEE Trans. Smart Grid, 2020)

Topology Identification of Directed Graphs via Joint Diagonalization of Correlation Matrices. - Yanning Shen; Xiao Fu 001; Georgios B. Giannakis; Nicholas D. Sidiropoulos (IEEE Trans. Signal Inf. Process. over Networks, 2020)

Graph-Based Learning Under Perturbations via Total Least-Squares. - Elena Ceci; Yanning Shen; Georgios B. Giannakis; Sergio Barbarossa (IEEE Trans. Signal Process., 2020)

Tensor Graph Convolutional Networks for Multi-Relational and Robust Learning. - Vassilis N. Ioannidis; Antonio G. Marques; Georgios B. Giannakis (IEEE Trans. Signal Process., 2020)

A Variational Bayes Approach to Adaptive Radio Tomography. - Donghoon Lee 005; Georgios B. Giannakis (IEEE Trans. Signal Process., 2020)

Graph-Adaptive Semi-Supervised Tracking of Dynamic Processes Over Switching Network Modes. - Qin Lu 002; Vassilis N. Ioannidis; Georgios B. Giannakis (IEEE Trans. Signal Process., 2020)

Federated Variance-Reduced Stochastic Gradient Descent With Robustness to Byzantine Attacks. - Zhaoxian Wu; Qing Ling 001; Tianyi Chen; Georgios B. Giannakis (IEEE Trans. Signal Process., 2020)

Channel-Dependent Scheduling in Wireless Energy Transfer for Mobile Devices. - Wen Fang 001; Gang Wang 014; Georgios B. Giannakis; Qingwen Liu 001; Xin Wang 003; Hao Deng 002 (IEEE Trans. Veh. Technol., 2020)

Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem. - Bingcong Li; Lingda Wang; Georgios B. Giannakis; Zhizhen Zhao 001 (AAAI, 2021)

Adversarial Linear Contextual Bandits with Graph-Structured Side Observations. - Lingda Wang; Bingcong Li; Huozhi Zhou; Georgios B. Giannakis; Lav R. Varshney; Zhizhen Zhao 001 (AAAI, 2021)

Spatio-Temporal Inference of Dynamical Gaussian Processes Over Graphs. - Qin Lu 002; Georgios B. Giannakis (ACSCC, 2021)

Online Graph-Guided Inference Using Ensemble Gaussian Processes of Egonet Features. - Konstantinos D. Polyzos; Qin Lu 002; Georgios B. Giannakis (ACSCC, 2021)

On-Policy Reinforcement Learning via Ensemble Gaussian Processes with Application to Resource Allocation. - Konstantinos D. Polyzos; Qin Lu 002; Alireza Sadeghi; Georgios B. Giannakis (ACSCC, 2021)

Gaussian Process Temporal-Difference Learning with Scalability and Worst-Case Performance Guarantees. - Qin Lu 002; Georgios B. Giannakis (ICASSP, 2021)

Unveiling Anomalous Nodes Via Random Sampling and Consensus on Graphs. - Vassilis N. Ioannidis; Dimitris Berberidis; Georgios B. Giannakis (ICASSP, 2021)

Online Unsupervised Learning Using Ensemble Gaussian Processes with Random Features. - Georgios Vasileios Karanikolas; Qin Lu 002; Georgios B. Giannakis (ICASSP, 2021)

Graph-Adaptive Incremental Learning Using an Ensemble of Gaussian Process Experts. - Konstantinos D. Polyzos; Qin Lu 002; Georgios B. Giannakis (ICASSP, 2021)

Identifying Spammers to Boost Crowdsourced Classification. - Panagiotis A. Traganitis; Georgios B. Giannakis (ICASSP, 2021)

Accelerating Frank-Wolfe with Weighted Average Gradients. - Yilang Zhang; Bingcong Li; Georgios B. Giannakis (ICASSP, 2021)

Detecting adversaries in Crowdsourcing. - Panagiotis A. Traganitis; Georgios B. Giannakis (ICDM, 2021)

Heavy Ball Momentum for Conditional Gradient. - Bingcong Li; Alireza Sadeghi; Georgios B. Giannakis (NeurIPS, 2021)

Bayesian Crowdsourcing with Constraints. - Panagiotis A. Traganitis; Georgios B. Giannakis (ECML/PKDD (3), 2021)

Bayesian constrained decision fusion. - Panagiotis A. Traganitis; Georgios B. Giannakis (SPAWC, 2021)

Distributionally Robust Semi-Supervised Learning Over Graphs. - Alireza Sadeghi; Meng Ma; Bingcong Li; Georgios B. Giannakis (CoRR, 2021)

Robust and Adaptive Temporal-Difference Learning Using An Ensemble of Gaussian Processes. - Qin Lu 002; Georgios B. Giannakis (CoRR, 2021)

An Advanced GNU Radio Receiver of IEEE 802.15.4 OQPSK Physical Layer. - Evan Faulkner; Zelin Yun; Shengli Zhou; Zhijie Jerry Shi; Song Han 002; Georgios B. Giannakis (IEEE Internet Things J., 2021)

Resonant Beam Communications With Echo Interference Elimination. - Mingliang Xiong; Qingwen Liu 001; Gang Wang 014; Georgios B. Giannakis; Sihai Zhang; Jinkang Zhu; Chuan Huang 001 (IEEE Internet Things J., 2021)

Cross Service Providers Workload Balancing for Data Centers in Deregulated Electricity Markets. - Jun Sun 014; Shibo Chen 002; Georgios B. Giannakis; Qinmin Yang; Zaiyue Yang (IEEE Trans. Control. Netw. Syst., 2021)

Node Embedding with Adaptive Similarities for Scalable Learning over Graphs. - Dimitris Berberidis; Georgios B. Giannakis (IEEE Trans. Knowl. Data Eng., 2021)

Coupled Graphs and Tensor Factorization for Recommender Systems and Community Detection. - Vassilis N. Ioannidis; Ahmed S. Zamzam; Georgios B. Giannakis; Nicholas D. Sidiropoulos (IEEE Trans. Knowl. Data Eng., 2021)

Probabilistic Reconstruction of Spatio-Temporal Processes Over Multi-Relational Graphs. - Qin Lu 002; Georgios B. Giannakis (IEEE Trans. Signal Inf. Process. over Networks, 2021)

Safety Analysis of Long-Range and High-Power Wireless Power Transfer Using Resonant Beam. - Wen Fang 001; Hao Deng 002; Qingwen Liu 001; Mingqing Liu; Qingwei Jiang; Liuqing Yang 001; Georgios B. Giannakis (IEEE Trans. Signal Process., 2021)

End-to-End Transmission Analysis of Simultaneous Wireless Information and Power Transfer Using Resonant Beam. - Wen Fang 001; Hao Deng 002; Qingwen Liu 001; Mingqing Liu; Mengyuan Xu; Liuqing Yang 001; Georgios B. Giannakis (IEEE Trans. Signal Process., 2021)

A Momentum-Guided Frank-Wolfe Algorithm. - Bingcong Li; Mario Coutiño; Georgios B. Giannakis; Geert Leus (IEEE Trans. Signal Process., 2021)

Simultaneous Mobile Information and Power Transfer by Resonant Beam. - Mingqing Liu; Hao Deng 002; Qingwen Liu 001; Jie Zhou; Mingliang Xiong; Liuqing Yang 001; Georgios B. Giannakis (IEEE Trans. Signal Process., 2021)

Active Sampling over Graphs for Bayesian Reconstruction with Gaussian Ensembles. - Konstantinos D. Polyzos; Qin Lu 002; Georgios B. Giannakis (IEEECONF, 2022)

Identifying Dependent Annotators in Crowdsourcing. - Panagiotis A. Traganitis; Georgios B. Giannakis (IEEECONF, 2022)

Bayesian Optimization for Task Offloading and Resource Allocation in Mobile Edge Computing. - Jia Yan; Qin Lu 002; Georgios B. Giannakis (IEEECONF, 2022)

Learning while Respecting Privacy and Robustness to Adversarial Distributed Datasets. - Alireza Sadeghi; Georgios B. Giannakis (EUSIPCO, 2022)

Weighted Ensembles for Active Learning with Adaptivity. - Konstantinos D. Polyzos; Qin Lu 002; Georgios B. Giannakis (CoRR, 2022)

Efficient and Stable Graph Scattering Transforms via Pruning. - Vassilis N. Ioannidis; Siheng Chen; Georgios B. Giannakis (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Lazily Aggregated Quantized Gradient Innovation for Communication-Efficient Federated Learning. - Jun Sun 014; Tianyi Chen; Georgios B. Giannakis; Qinmin Yang; Zaiyue Yang (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Communication-Efficient Policy Gradient Methods for Distributed Reinforcement Learning. - Tianyi Chen; Kaiqing Zhang; Georgios B. Giannakis; Tamer Basar (IEEE Trans. Control. Netw. Syst., 2022)

Unsupervised Ensemble Classification With Sequential and Networked Data. - Panagiotis A. Traganitis; Georgios B. Giannakis (IEEE Trans. Knowl. Data Eng., 2022)

Ensemble Gaussian Processes for Online Learning Over Graphs With Adaptivity and Scalability. - Konstantinos D. Polyzos; Qin Lu 002; Georgios B. Giannakis (IEEE Trans. Signal Process., 2022)

Scalable Bayesian Meta-Learning through Generalized Implicit Gradients. - Yilang Zhang; Bingcong Li; Shijian Gao; Georgios B. Giannakis (AAAI, 2023)

Conic Descent Redux for Memory-Efficient Optimization. - Bingcong Li; Georgios B. Giannakis (ACSSC, 2023)

Robust Identification of Graph Structure. - Georgios Vasileios Karanikolas; Georgios B. Giannakis (CAMSAP, 2023)

Bayesian Self-Supervised Learning Using Local and Global Graph Information. - Konstantinos D. Polyzos; Alireza Sadeghi; Georgios B. Giannakis (CAMSAP, 2023)

Higher-Order Link Prediction Via Learnable Maximum Mean Discrepancy. - Georgios Vasileios Karanikolas; Alba Pagès-Zamora; Georgios B. Giannakis (ICASSP, 2023)

Bayesian Optimization with Ensemble Learning Models and Adaptive Expected Improvement. - Konstantinos D. Polyzos; Qin Lu 002; Georgios B. Giannakis (ICASSP, 2023)

Physics-Informed Transfer Learning for Voltage Stability Margin Prediction. - Manish Kumar Singh 005; Konstantinos D. Polyzos; Panagiotis A. Traganitis; Sairaj V. Dhople; Georgios B. Giannakis (ICASSP, 2023)

Integrated Distributed Wireless Sensing with Over-The-Air Federated Learning. - Shijian Gao; Jia Yan; Georgios B. Giannakis (IGARSS, 2023)

Enhancing Sharpness-Aware Optimization Through Variance Suppression. - Bingcong Li; Georgios B. Giannakis (NeurIPS, 2023)

3D Reconstruction in Noisy Agricultural Environments: A Bayesian Optimization Perspective for View Planning. - Athanasios Bacharis; Konstantinos D. Polyzos; Henry J. Nelson; Georgios B. Giannakis; Nikolaos Papanikolopoulos (CoRR, 2023)

Contractive error feedback for gradient compression. - Bingcong Li; Shuai Zheng; Parameswaran Raman; Anshumali Shrivastava; Georgios B. Giannakis (CoRR, 2023)

Time-Domain Generalization of Kron Reduction. - Manish Kumar Singh 005; Sairaj V. Dhople; Florian Dörfler; Georgios B. Giannakis (IEEE Control. Syst. Lett., 2023)

Incremental Ensemble Gaussian Processes. - Qin Lu 002; Georgios Vasileios Karanikolas; Georgios B. Giannakis (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Fast Inverter Control by Learning the OPF Mapping Using Sensitivity-Informed Gaussian Processes. - Mana Jalali; Manish Kumar Singh 005; Vassilis Kekatos; Georgios B. Giannakis; Chen-Ching Liu (IEEE Trans. Smart Grid, 2023)

Resonant Beam SWIPT With Telescope and Second Harmonic. - Yunfeng Bai; Qingwen Liu 001; Liuqing Yang 001; Georgios B. Giannakis; Wen Fang 001; Mingliang Xiong (IEEE Trans. Wirel. Commun., 2023)

Surrogate Modeling for Bayesian Optimization Beyond a Single Gaussian Process. - Qin Lu 002; Konstantinos D. Polyzos; Bingcong Li; Georgios B. Giannakis (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Autoregressive graph Volterra models and applications. - Qiuling Yang; Mario Coutino; Geert Leus; Georgios B. Giannakis (EURASIP J. Adv. Signal Process., 2023)

Kernel-Driven Self-Supervision for Multi-View Learning Over Graphs. - Alireza Sadeghi; Konstantinos D. Polyzos; Georgios B. Giannakis (IEEECONF, 2024)

A Bayesian Approach to High-Order Link Prediction. - Georgios Vasileios Karanikolas; Alba Pagès-Zamora; Georgios B. Giannakis (ICASSP, 2024)

Meta-Learning With Versatile Loss Geometries for Fast Adaptation Using Mirror Descent. - Yilang Zhang; Bingcong Li; Georgios B. Giannakis (ICASSP, 2024)

Meta-Learning Priors Using Unrolled Proximal Networks. - Yilang Zhang; Georgios B. Giannakis (ICLR, 2024)

Active labeling for online ensemble learning. - Konstantinos D. Polyzos; Qin Lu 002; Georgios B. Giannakis (SAM, 2024)

Robust Meta-Learning over Graphs with Graph Neural Networks. - Alireza Sadeghi; Georgios B. Giannakis (SAM, 2024)

Towards Fast Hard-Constrained Parallel Transmit Design in Ultrahigh Field MRI with Physics-Driven Neural Networks. - Toygan Kilic; Jürgen Herrler; Patrick Liebig; Ömer Burak Demirel; Armin M. Nagel; Mingyi Hong 001; Georgios B. Giannakis; Kâmil Ugurbil; Mehmet Akçakaya (ISBI, 2024)

Ensembles of Informative Representations for Self-Supervised Learning. - Konstantinos D. Polyzos; Panagiotis A. Traganitis; Manish Kumar Singh 005; Georgios B. Giannakis (MLSP, 2024)

Meta-Learning Universal Priors Using Non-Injective Change of Variables. - Yilang Zhang; Alireza Sadeghi; Georgios B. Giannakis (NeurIPS, 2024)

Learning From Crowdsourced Noisy Labels: A Signal Processing Perspective. - Shahana Ibrahim; Panagiotis A. Traganitis; Xiao Fu 001; Georgios B. Giannakis (CoRR, 2024)

Learning Robust to Distributional Uncertainties and Adversarial Data. - Alireza Sadeghi; Gang Wang 014; Georgios B. Giannakis (IEEE J. Sel. Areas Inf. Theory, 2024)

Weighted Ensembles for Adaptive Active Learning. - Konstantinos D. Polyzos; Qin Lu 002; Georgios B. Giannakis (IEEE Trans. Signal Process., 2024)

Bayesian Optimization for Online Management in Dynamic Mobile Edge Computing. - Jia Yan; Qin Lu 002; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2024)

Bayesian Active Learning for Sample Efficient 5G Radio Map Reconstruction. - Konstantinos D. Polyzos; Alireza Sadeghi; Wei Ye 009; Steven Sleder; Kodjo Houssou; Jeff Calder; Zhi-Li Zhang; Georgios B. Giannakis (IEEE Trans. Wirel. Commun., 2024)

Online scalable Gaussian processes with conformal prediction for guaranteed coverage. - Jinwen Xu; Qin Lu 002; Georgios B. Giannakis (ICASSP, 2025)

Preconditioned Sharpness-Aware Minimization: Unifying Analysis and a Novel Learning Algorithm. - Yilang Zhang; Bingcong Li; Georgios B. Giannakis (ICASSP, 2025)

RefLoRA: Refactored Low-Rank Adaptation for Efficient Fine-Tuning of Large Models. - Yilang Zhang; Bingcong Li; Georgios B. Giannakis (CoRR, 2025)