Lattice filter interpretations of the Chandrasekhar recursions for estimation and spectral factorization. - Ali H. Sayed; Hanoch Lev-Ari; Thomas Kailath (ICASSP, 1992)

A unified derivation of square-root multichannel least-squares filtering algorithms. - Babak Hossein Khalaj; Ali H. Sayed; Thomas Kailath (ICASSP (5), 1993)

A state-space approach to adaptive filtering. - Ali H. Sayed; Thomas Kailath (ICASSP (3), 1993)

Optimality Criteria for LMS and Backpropagation. - Babak Hassibi; Ali H. Sayed; Thomas Kailath (NIPS, 1993)

A state-space approach to adaptive RLS filtering. - Ali H. Sayed; Thomas Kailath (IEEE Signal Process. Mag., 1994)

A recursive Schur-based solution of the four-block problem. - Tiberiu Constantinescu; Ali H. Sayed; Thomas Kailath (IEEE Trans. Autom. Control., 1994)

Time-variant displacement structure and interpolation problems. - Ali H. Sayed; Tiberiu Constantinescu; Thomas Kailath (IEEE Trans. Autom. Control., 1994)

Extended Chandrasekhar recursions. - Ali H. Sayed; Thomas Kailath (IEEE Trans. Autom. Control., 1994)

Generalized Chandrasekhar recursions from the generalized Schur algorithm. - Ali H. Sayed; Thomas Kailath; Hanoch Lev-Ari (IEEE Trans. Autom. Control., 1994)

Time-variant displacement structure and triangular arrays. - Ali H. Sayed; Hanoch Lev-Ari; Thomas Kailath (IEEE Trans. Signal Process., 1994)

On the stability and convergence of Feintuch's algorithm for adaptive IIR filtering. - Markus Rupp; Ali H. Sayed (ICASSP, 1995)

Displacement Structure and Completion Problems. - Tiberiu Constantinescu; Ali H. Sayed; Thomas Kailath (SIAM J. Matrix Anal. Appl., 1995)

A Look-Ahead Block Schur Algorithm for Toeplitz-Like Matrices. - Ali H. Sayed; Thomas Kailath (SIAM J. Matrix Anal. Appl., 1995)

Displacement Structure: Theory and Applications. - Thomas Kailath; Ali H. Sayed (SIAM Rev., 1995)

Robustness and convergence of adaptive schemes in blind equalization and neural network training. - Ali H. Sayed; Markus Rupp (EUSIPCO, 1996)

Stabilizing the Generalized Schur Algorithm. - Shivkumar Chandrasekaran; Ali H. Sayed (SIAM J. Matrix Anal. Appl., 1996)

Robustness of Gauss - Newton recursive methods: A deterministic feedback analysis. - Markus Rupp; Ali H. Sayed (Signal Process., 1996)

Inertia properties of indefinite quadratic forms. - Ali H. Sayed; Babak Hassibi; Thomas Kailath (IEEE Signal Process. Lett., 1996)

Linear estimation in Krein spaces. I. Theory. - Babak Hassibi; Ali H. Sayed; Thomas Kailath (IEEE Trans. Autom. Control., 1996)

Linear estimation in Krein spaces. II. Applications. - Babak Hassibi; Ali H. Sayed; Thomas Kailath (IEEE Trans. Autom. Control., 1996)

H∞ optimality of the LMS algorithm. - Babak Hassibi; Ali H. Sayed; Thomas Kailath (IEEE Trans. Signal Process., 1996)

A time-domain feedback analysis of filtered-error adaptive gradient algorithms. - Markus Rupp; Ali H. Sayed (IEEE Trans. Signal Process., 1996)

Error-energy bounds for adaptive gradient algorithms. - Ali H. Sayed; Markus Rupp (IEEE Trans. Signal Process., 1996)

Iterative solutions of min-max parameter estimation with bounded data uncertainties. - Ali H. Sayed; Andrea Garulli; Shivkumar Chandrasekaran (ICASSP, 1997)

An l2-stable feedback structure for nonlinear adaptive filtering and identification. - Ali H. Sayed; Markus Rupp (Autom., 1997)

Parameter estimation in the presence of bounded modeling errors. - Shivkumar Chandrasekaran; Gene H. Golub; Ming Gu 002; Ali H. Sayed (IEEE Signal Process. Lett., 1997)

Stable pole-zero modeling of long FIR filters with application to the MMSE-DFE. - Naofal Al-Dhahir; Ali H. Sayed; John M. Cioffi (IEEE Trans. Commun., 1997)

Displacement structure and maximum entropy. - Tiberiu Constantinescu; Ali H. Sayed; Thomas Kailath (IEEE Trans. Inf. Theory, 1997)

Supervised learning of perceptron and output feedback dynamic networks: a feedback analysis via the small gain theorem. - Markus Rupp; Ali H. Sayed (IEEE Trans. Neural Networks, 1997)

Adaptive tracking of linear time-variant systems by extended RLS algorithms. - Simon Haykin 001; Ali H. Sayed; James R. Zeidler; Paul Yee; Paul C. Wei (IEEE Trans. Signal Process., 1997)

Design criteria for uncertain models with structured and unstructured uncertainties. - Ali H. Sayed; Vítor H. Nascimento (Robustness in Identification and Control, 1998)

A Stable and Efficient Algorithm for the Indefinite Linear Least-Squares Problem. - S. Chandrasekaran; Ming Gu 002; Ali H. Sayed (SIAM J. Matrix Anal. Appl., 1998)

Robust FxLMS algorithms with improved convergence performance. - Markus Rupp; Ali H. Sayed (IEEE Trans. Speech Audio Process., 1998)

Parameter Estimation in the Presence of Bounded Data Uncertainties. - Shivkumar Chandrasekaran; Gene H. Golub; Ming Gu 002; Ali H. Sayed (SIAM J. Matrix Anal. Appl., 1998)

A Fast Stable Solver for Nonsymmetric Toeplitz and Quasi-Toeplitz Systems of Linear Equations. - S. Chandrasekaran; Ali H. Sayed (SIAM J. Matrix Anal. Appl., 1998)

A unified approach to the steady-state and tracking analyses of adaptive filtering algorithms. - Nabil R. Yousef; Ali H. Sayed (NSIP, 1999)

CORDIC-Based MMSE-DFE Coefficient Computation. - Naofal Al-Dhahir; Ali H. Sayed (Digit. Signal Process., 1999)

An Efficient Algorithm for a Bounded Errors-in-Variables Model. - Shiv Chandrasekaran; Gene H. Golub; Ming Gu 002; Ali H. Sayed (SIAM J. Matrix Anal. Appl., 1999)

A recursive method for solving unconstrained tangential interpolation problems. - Tibor Boros; Ali H. Sayed; Thomas Kailath (IEEE Trans. Autom. Control., 1999)

Unbiased and stable leakage-based adaptive filters. - Vítor H. Nascimento; Ali H. Sayed (IEEE Trans. Signal Process., 1999)

State-space estimation with uncertain data: finite and infinite-horizon results. - Ali H. Sayed (CDC, 2000)

On the selection of optimal nonlinearities for stochastic gradient adaptive algorithms. - Tareq Y. Al-Naffouri; Ali H. Sayed; Thomas Kailath (ICASSP, 2000)

Exact RLS Laguerre-lattice adaptive filtering. - Ricardo Merched; Ali H. Sayed (ICASSP, 2000)

A generalized tracking analysis of adaptive filtering algorithms in cyclicly and randomly varying environments. - Nabil R. Yousef; Ali H. Sayed (ICASSP, 2000)

Adaptive Multi-Input Multi-Output Fading Channel Equalization Using Kalman Estimation. - Christos Komninakis; Christina Fragouli; Ali H. Sayed; Richard D. Wesel (ICC (3), 2000)

Stability analysis of an adaptive structure for sigma delta modulation. - Mansour A. Aldajani; Ali H. Sayed (ICECS, 2000)

A unified approach to the steady-state analysis of quantized adaptive filtering algorithms. - Nabil R. Yousef; Ali H. Sayed (ISCAS, 2000)

A new combined architecture for CDMA location searchers and RAKE receivers. - Nabil R. Yousef; Ali H. Sayed (ISCAS, 2000)

Discussion on: 'Tradeoff between Mean-Square and Worst-Case Performances in Adaptive Filtering' by P. Bolzern, P. Colaneri and G. De Nicolao. - Ali H. Sayed; Paolo Bolzern; Patrizio Colaneri; Giuseppe De Nicolao (Eur. J. Control, 2000)

Steady-state and tracking analyses of the sign algorithm without the explicit use of the independence assumption. - Nabil R. Yousef; Ali H. Sayed (IEEE Signal Process. Lett., 2000)

Array algorithms for H∞ estimation. - Babak Hassibi; Thomas Kailath; Ali H. Sayed (IEEE Trans. Autom. Control., 2000)

On the convergence of blind adaptive equalizers for constant modulus signals. - Markus Rupp; Ali H. Sayed (IEEE Trans. Commun., 2000)

The finite-length multi-input multi-output MMSE-DFE. - Naofal Al-Dhahir; Ali H. Sayed (IEEE Trans. Signal Process., 2000)

A feedback approach to the steady-state performance of fractionally spaced blind adaptive equalizers. - Junyu Mai; Ali H. Sayed (IEEE Trans. Signal Process., 2000)

An embedding approach to frequency-domain and subband adaptive filtering. - Ricardo Merched; Ali H. Sayed (IEEE Trans. Signal Process., 2000)

Order-recursive RLS Laguerre adaptive filtering. - Ricardo Merched; Ali H. Sayed (IEEE Trans. Signal Process., 2000)

On the learning mechanism of adaptive filters. - Vítor H. Nascimento; Ali H. Sayed (IEEE Trans. Signal Process., 2000)

Parameter estimation with multiple sources and levels of uncertainties. - Ali H. Sayed; Shivkumar Chandrasekaran (IEEE Trans. Signal Process., 2000)

Design of robust filters with improved robustness margins via parameter scaling. - Marco H. Terra; Ali H. Sayed (CDC, 2001)

Transient analysis of adaptive filters. - Tareq Y. Al-Naffouri; Ali H. Sayed (ICASSP, 2001)

A stable adaptive structure for delta modulation with improved performance. - Mansour A. Aldajani; Ali H. Sayed (ICASSP, 2001)

Orthonormal realization of fast fixed-order RLS adaptive filters. - Ricardo Merched; Ali H. Sayed (ICASSP, 2001)

Mean-square analysis of normalized leaky adaptive filters. - Ali H. Sayed; Tareq Y. Al-Naffouri (ICASSP, 2001)

Fixed point analysis of the constant modulus algorithm. - Nabil R. Yousef; Ali H. Sayed (ICASSP, 2001)

Detection of fading overlapping multipath components for mobile positioning systems. - Nabil R. Yousef; Ali H. Sayed (ICC, 2001)

SNR performance of an adaptive sigma delta modulator. - Mansour A. Aldajani; Ali H. Sayed (ISCAS (1), 2001)

RLS-Laguerre lattice adaptive filtering: error feedback and array-based algorithms. - Ricardo Merched; Ali H. Sayed (ISCAS (2), 2001)

Robust finger tracking for wearable computer interfacing. - Sylvia M. Dominguez; Trish Keaton; Ali H. Sayed (PUI, 2001)

Adaptive Filters with Error Nonlinearities: Mean-Square Analysis and Optimum Design. - Tareq Y. Al-Naffouri; Ali H. Sayed (EURASIP J. Adv. Signal Process., 2001)

A survey of spectral factorization methods. - Ali H. Sayed; Thomas Kailath (Numer. Linear Algebra Appl., 2001)

The Degenerate Bounded Errors-in-Variables Model. - Shivkumar Chandrasekaran; Ming Gu 002; Ali H. Sayed; Keith E. Schubert (SIAM J. Matrix Anal. Appl., 2001)

A framework for state-space estimation with uncertain models. - Ali H. Sayed (IEEE Trans. Autom. Control., 2001)

RLS-Laguerre lattice adaptive filtering: error-feedback, normalized, and array-based algorithms. - Ricardo Merched; Ali H. Sayed (IEEE Trans. Signal Process., 2001)

Extended fast fixed-order RLS adaptive filters. - Ricardo Merched; Ali H. Sayed (IEEE Trans. Signal Process., 2001)

A unified approach to the steady-state and tracking analyses of adaptive filters. - Nabil R. Yousef; Ali H. Sayed (IEEE Trans. Signal Process., 2001)

Robust exponential filtering for uncertain systems with stochastic and polytopic uncertainties. - Ananth Subramanian; Ali H. Sayed (CDC, 2002)

Optimum error nonlinearities for long adaptive filters. - Tareq Y. Al-Naffouri; Ali H. Sayed (ICASSP, 2002)

Predictive ratio closed-loop power control for CDMA wireless systems. - Mansour A. Aldajani; Ali H. Sayed (ICASSP, 2002)

Inverse closed-loop power control for CDMA wireless systems. - Mansour A. Aldajani; Ali H. Sayed (ICASSP, 2002)

Adaptive frequency-domain equalization of space-time block-coded transmissions. - Waleed M. Younis; Naofal Al-Dhahir; Ali H. Sayed (ICASSP, 2002)

SNAP&TELL: A Multi-Modal Wearable Computer Interface for Browsing the Environment. - Trish Keaton; Sylvia M. Dominguez; Ali H. Sayed (ISWC, 2002)

A uniqueness result concerning a robust regularized least-squares solution. - Ali H. Sayed; Hong Chen (Syst. Control. Lett., 2002)

A Regularized Robust Design Criterion for Uncertain Data. - Ali H. Sayed; Vítor H. Nascimento; Flávio A. M. Cipparrone (SIAM J. Matrix Anal. Appl., 2002)

Multi-input multi-output fading channel tracking and equalization using Kalman estimation. - Christos Komninakis; Christina Fragouli; Ali H. Sayed; Richard D. Wesel (IEEE Trans. Signal Process., 2002)

Ability of adaptive filters to track carrier offsets and channel nonstationarities. - Nabil R. Yousef; Ali H. Sayed (IEEE Trans. Signal Process., 2002)

A robust minimum-variance filter for time varying uncertain discrete-time systems. - Ananth Subramanian; Ali H. Sayed (ACC, 2003)

A non-line-of-sight equalization scheme for wireless cellular location. - Nima Khajehnouri; Ali H. Sayed (ICASSP (6), 2003)

Transient behavior of affine projection algorithms. - Hyun-Chool Shin; Ali H. Sayed (ICASSP (6), 2003)

Improved wireless location accuracy using antenna arrays and interference cancellation. - Alireza Tarighat; Nima Khajehnouri; Ali H. Sayed (ICASSP (4), 2003)

An optimum OFDM receiver exploiting cyclic prefix for improved data estimation. - Alireza Tarighat; Ali H. Sayed (ICASSP (4), 2003)

Joint frequency-domain adaptive equalization and interference cancellation for multi-user space-time block-coded systems. - Waleed M. Younis; Ali H. Sayed; Naofal Al-Dhahir (ICASSP (4), 2003)

Adaptive frequency-domain joint equalization and interference cancellation for multi-user space-time block-coded systems. - Waleed M. Younis; Ali H. Sayed; Naofal Al-Dhahir (ICC, 2003)

A robust receiver for multi-user uplink DS-CDMA. - Ananth Subramanian; Alireza Tarighat; Ali H. Sayed (WCNC, 2003)

Transient analysis of data-normalized adaptive filters. - Tareq Y. Al-Naffouri; Ali H. Sayed (IEEE Trans. Signal Process., 2003)

Transient analysis of adaptive filters with error nonlinearities. - Tareq Y. Al-Naffouri; Ali H. Sayed (IEEE Trans. Signal Process., 2003)

A message from the new editor-in-chief. - Ali H. Sayed (IEEE Trans. Signal Process., 2003)

A message from the editor-in-chief: best paper award recipients. - Ali H. Sayed (IEEE Trans. Signal Process., 2003)

Efficient adaptive receivers for joint equalization and interference cancellation in multiuser space-time block-coded systems. - Waleed M. Younis; Ali H. Sayed; Naofal Al-Dhahir (IEEE Trans. Signal Process., 2003)

Adaptive predictive power control for the uplink channel in DS-CDMA cellular systems. - Mansour A. Aldajani; Ali H. Sayed (IEEE Trans. Veh. Technol., 2003)

Robust wireless location over fading channels. - Nabil R. Yousef; Ali H. Sayed; Louay M. A. Jalloul (IEEE Trans. Veh. Technol., 2003)

A divide-and-conquer algorithm for channel estimation in multi-user space-time coded transmissions. - Waleed M. Younis; Ali H. Sayed (EUSIPCO, 2004)

Resource allocation strategies for wireless ad-hoc networks. - Ananth Subramanian; Ali H. Sayed (ICASSP (4), 2004)

On the baseband compensation of IQ imbalances in OFDM systems. - Alireza Tarighat; Ali H. Sayed (ICASSP (4), 2004)

Interference suppression of asynchronous multi-user space-time block coded transmissions. - Waleed M. Younis; Ali H. Sayed (ICASSP (4), 2004)

Collaborative algorithms for bandwidth and allocation in wireless networks. - Ananth Subramanian; Ali H. Sayed (ISIT, 2004)

Variable step-size NLMS and affine projection algorithms. - Hyun-Chool Shin; Ali H. Sayed; Woo-Jin Song (IEEE Signal Process. Lett., 2004)

Least mean-phase adaptive filters with application to communications systems. - Alireza Tarighat; Ali H. Sayed (IEEE Signal Process. Lett., 2004)

Multiobjective filter design for uncertain stochastic time-delay systems. - Ananth Subramanian; Ali H. Sayed (IEEE Trans. Autom. Control., 2004)

Regularized robust filters for time-varying uncertain discrete-time systems. - Ananth Subramanian; Ali H. Sayed (IEEE Trans. Autom. Control., 2004)

A Message from the Editor-in-Chief: First Supplement on Secure Media. - Ali H. Sayed (IEEE Trans. Signal Process., 2004)

A Message from the Editor-in-Chief: New EDICS Categories for the TRANSACTIONS. - Ali H. Sayed (IEEE Trans. Signal Process., 2004)

Mean-square performance of a family of affine projection algorithms. - Hyun-Chool Shin; Ali H. Sayed (IEEE Trans. Signal Process., 2004)

Multi-relay strategy for imperfect channel information in sensor networks. - Nima Khajehnouri; Ali H. Sayed (EUSIPCO, 2005)

Steady state performance of convex combinations of adaptive filters. - Jerónimo Arenas-García; Aníbal R. Figueiras-Vidal; Ali H. Sayed (ICASSP (4), 2005)

A distributed broadcasting time-synchronization scheme for wireless sensor networks. - Nima Khajehnouri; Ali H. Sayed (ICASSP (5), 2005)

A multi user beamforming scheme for downlink MIMO channels based on maximizing signal-to-leakage ratios. - Alireza Tarighat; Mirette Sadek; Ali H. Sayed (ICASSP (3), 2005)

A robust power and rate control method for state-delayed wireless networks. - Ananth Subramanian; Ali H. Sayed (Autom., 2005)

Browsing the environment with the SNAP&TELL wearable computer system. - Trish Keaton; Sylvia M. Dominguez; Ali H. Sayed (Pers. Ubiquitous Comput., 2005)

Browsing the environment with the SNAP&TELL wearable computer system - Erratum. - Trish Keaton; Sylvia M. Dominguez; Ali H. Sayed (Pers. Ubiquitous Comput., 2005)

An invariant matrix structure in multiantenna communications. - Ali H. Sayed; Waleed M. Younis; Alireza Tarighat (IEEE Signal Process. Lett., 2005)

Mean-square performance of data-reusing adaptive algorithms. - Hyun-Chool Shin; Woo-Jin Song; Ali H. Sayed (IEEE Signal Process. Lett., 2005)

Network-based wireless location: challenges faced in developing techniques for accurate wireless location information. - Ali H. Sayed; Alireza Tarighat; Nima Khajehnouri (IEEE Signal Process. Mag., 2005)

Best Paper Award Recipients: A Message From the Editor-in-Chief. - Ali H. Sayed (IEEE Trans. Signal Process., 2005)

A Message From the Editor-in-Chief - Third Supplement on Secure Media. - Ali H. Sayed (IEEE Trans. Signal Process., 2005)

Joint rate and power control algorithms for wireless networks. - Ananth Subramanian; Ali H. Sayed (IEEE Trans. Signal Process., 2005)

Compensation schemes and performance analysis of IQ imbalances in OFDM receivers. - Alireza Tarighat; Rahim Bagheri; Ali H. Sayed (IEEE Trans. Signal Process., 2005)

MIMO OFDM receivers for Systems with IQ imbalances. - Alireza Tarighat; Ali H. Sayed (IEEE Trans. Signal Process., 2005)

An uplink DS-CDMA receiver using a robust post-correlation Kalman structure. - Alireza Tarighat; Ananth Subramanian; Ali H. Sayed (IEEE Trans. Wirel. Commun., 2005)

A dynamic antenna scheduling strategy for multi-user MIMO communications. - Mirette Sadek; Alireza Tarighat; Ali H. Sayed (EUSIPCO, 2006)

A phase noise compensation scheme for OFDM wireless systems. - Q. Zou; Alireza Tarighat; Nima Khajehnouri; Ali H. Sayed (EUSIPCO, 2006)

A Minimum Co-User Interference Approach for Multi-User MIMO Downlink Precoding. - Nima Khajehnouri; Ali H. Sayed (ICASSP (3), 2006)

Distributed Adaptive Incremental Strategies: Formulation and Performance Analysis. - Cássio Guimarães Lopes; Ali H. Sayed (ICASSP (3), 2006)

On the Performance of Clustered Energy-Aware Wireless Networks. - Zhi Quan; Ananth Subramanian; Ali H. Sayed (ICASSP (4), 2006)

Performance Analysis and Range Improvement in Multiband-OFDM UWB Communications. - Qiyue Zou; Alireza Tarighat; Ali H. Sayed (ICASSP (4), 2006)

Message from the Editor-in-Chief. - Ali H. Sayed (EURASIP J. Adv. Signal Process., 2006)

Adaptive Subchip Multipath Resolving for Wireless Location Systems. - Nabil R. Yousef; Ali H. Sayed; Nima Khajehnouri (EURASIP J. Adv. Signal Process., 2006)

Capacity enhancement in coherent optical MIMO (COMIMO) multimode fiber links. - Rick C. J. Hsu; Alireza Tarighat; Akhil Shah; Ali H. Sayed; Bahram Jalali (IEEE Commun. Lett., 2006)

Detection of fading overlapping multipath components. - Nabil R. Yousef; Ali H. Sayed; Nima Khajehnouri (Signal Process., 2006)

A Robust Finger Tracking Method for Multimodal Wearable Computer Interfacing. - Sylvia M. Dominguez; Trish Keaton; Ali H. Sayed (IEEE Trans. Multim., 2006)

Mean-square performance of a convex combination of two adaptive filters. - Jerónimo Arenas-García; Aníbal R. Figueiras-Vidal; Ali H. Sayed (IEEE Trans. Signal Process., 2006)

An Optimal Strategy for Cooperative Spectrum Sensing in Cognitive Radio Networks. - Zhi Quan; Shuguang Cui; Ali H. Sayed (GLOBECOM, 2007)

Diffusion Least-Mean Squares Over Adaptive Networks. - Cássio Guimarães Lopes; Ali H. Sayed (ICASSP (3), 2007)

Innovations-Based Sampling Over Spatially-Correlated Sensors. - Zhi Quan; Ali H. Sayed (ICASSP (3), 2007)

OFDM Channel Estimation in the Presence of Frequency Offset, IQ Imbalance and Phase Noise. - Qiyue Zou; Alireza Tarighat; K. Y. Kim; Ali H. Sayed (ICASSP (3), 2007)

A spatial sampling scheme based on innovations diffusion in sensor networks. - Zhi Quan; William J. Kaiser; Ali H. Sayed (IPSN, 2007)

On the Joint Compensation of IQ Imbalances and Phase Noise in MIMO-OFDM Systems. - Qiyue Zou; Alireza Tarighat; Ali H. Sayed (ISCAS, 2007)

Distributed processing over adaptive networks. - Ali H. Sayed; Cássio Guimarães Lopes (ISSPA, 2007)

Fundamentals and challenges of optical multiple-input multiple-output multimode fiber links [Topics in Optical Communications]. - Alireza Tarighat; Rick C. J. Hsu; Akhil Shah; Ali H. Sayed; Bahram Jalali (IEEE Commun. Mag., 2007)

Adaptive Processing over Distributed Networks. - Ali H. Sayed; Cássio Guimarães Lopes (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2007)

Distributed MMSE Relay Strategies for Wireless Sensor Networks. - Nima Khajehnouri; Ali H. Sayed (IEEE Trans. Signal Process., 2007)

Incremental Adaptive Strategies Over Distributed Networks. - Cássio Guimarães Lopes; Ali H. Sayed (IEEE Trans. Signal Process., 2007)

Active Antenna Selection in Multiuser MIMO Communications. - Mirette Sadek; Alireza Tarighat; Ali H. Sayed (IEEE Trans. Signal Process., 2007)

Compensation of Phase Noise in OFDM Wireless Systems. - Qiyue Zou; Alireza Tarighat; Ali H. Sayed (IEEE Trans. Signal Process., 2007)

Performance Analysis of Multiband OFDM UWB Communications With Application to Range Improvement. - Qiyue Zou; Alireza Tarighat; Ali H. Sayed (IEEE Trans. Veh. Technol., 2007)

REACA: An Efficient Protocol Architecture for Large Scale Sensor Networks. - Zhi Quan; Ananth Subramanian; Ali H. Sayed (IEEE Trans. Wirel. Commun., 2007)

REACA: An Efficient Protocol Architecture for Large Scale Sensor Networks (Corrected). - Zhi Quan; Ananth Subramanian; Ali H. Sayed (IEEE Trans. Wirel. Commun., 2007)

A Leakage-Based Precoding Scheme for Downlink Multi-User MIMO Channels. - Mirette Sadek; Alireza Tarighat; Ali H. Sayed (IEEE Trans. Wirel. Commun., 2007)

Joint compensation of transmitter and receiver impairments in OFDM systems. - Alireza Tarighat; Ali H. Sayed (IEEE Trans. Wirel. Commun., 2007)

Adaptive Filters - Ali H. Sayed (Wiley, 2008)

Diffusion LMS algorithms with information exchange. - Federico S. Cattivelli; Ali H. Sayed (ACSCC, 2008)

Diffusion mechanisms for fixed-point distributed Kalman smoothing. - Federico S. Cattivelli; Ali H. Sayed (EUSIPCO, 2008)

Diffusion adaptive networks with changing topologies. - Cássio Guimarães Lopes; Ali H. Sayed (ICASSP, 2008)

Spatial-spectral joint detection for wideband spectrum sensing in cognitive radio networks. - Zhi Quan; Shuguang Cui; Ali H. Sayed; H. Vincent Poor (ICASSP, 2008)

Digital compensation of RF nonlinearities in software-defined radios. - Qiyue Zou; Mohyee Mikhemar; Ali H. Sayed (ICASSP, 2008)

Wideband Spectrum Sensing in Cognitive Radio Networks. - Zhi Quan; Shuguang Cui; Ali H. Sayed; H. Vincent Poor (ICC, 2008)

Carrier Recovery Enhancement for Maximum-Likelihood Doppler Shift Estimation in Mars Exploration Missions. - Federico S. Cattivelli; Polly Estabrook; Edgar H. Satorius; Ali H. Sayed (IEEE J. Sel. Top. Signal Process., 2008)

Optimal Linear Cooperation for Spectrum Sensing in Cognitive Radio Networks. - Zhi Quan; Shuguang Cui; Ali H. Sayed (IEEE J. Sel. Top. Signal Process., 2008)

Collaborative wideband sensing for cognitive radios. - Zhi Quan; Shuguang Cui; H. Vincent Poor; Ali H. Sayed (IEEE Signal Process. Mag., 2008)

Las Vegas Hosts ICASSP'08. - Ali H. Sayed (IEEE Signal Process. Mag., 2008)

Diffusion Recursive Least-Squares for Distributed Estimation Over Adaptive Networks. - Federico S. Cattivelli; Cássio Guimarães Lopes; Ali H. Sayed (IEEE Trans. Signal Process., 2008)

An Efficient Carrier Phase Synchronization Technique for High-Order M-QAM-OFDM. - K. Y. Kim; Qiyue Zou; H. J. Choi; Ali H. Sayed (IEEE Trans. Signal Process., 2008)

Diffusion Least-Mean Squares Over Adaptive Networks: Formulation and Performance Analysis. - Cássio Guimarães Lopes; Ali H. Sayed (IEEE Trans. Signal Process., 2008)

Steady-State Performance Analysis of a Variable Tap-Length LMS Algorithm. - Yonggang Zhang 001; Ning Li 001; Jonathon A. Chambers; Ali H. Sayed (IEEE Trans. Signal Process., 2008)

Power Allocation for Beamforming Relay Networks under Channel Uncertainties. - Jingon Joung; Ali H. Sayed (GLOBECOM, 2009)

Spectrum Sensing by Cognitive Radios at Very Low SNR. - Zhi Quan; Stephen J. Shellhammer; Wenyi Zhang 006; Ali H. Sayed (GLOBECOM, 2009)

Multi-level diffusion adaptive networks. - Federico S. Cattivelli; Ali H. Sayed (ICASSP, 2009)

Optimal linear fusion for distributed spectrum sensing via semidefinite programming. - Zhi Quan; Wing-Kin Ma; Shuguang Cui; Ali H. Sayed (ICASSP, 2009)

Diffusion least-mean squares with adaptive combiners. - Noriyuki Takahashi; Isao Yamada; Ali H. Sayed (ICASSP, 2009)

Antenna Selection with Superposition for 4x2 DSTTD Systems. - Jingon Joung; Ali H. Sayed; Yong Hoon Lee (IEEE Commun. Lett., 2009)

Introduction to the Issue on DSP Techiques for RF/Analog Circuit Impairments. - Naofal Al-Dhahir; Anand Dabak; Marc Moonen; Ali H. Sayed; Zoran Zvonar (IEEE J. Sel. Top. Signal Process., 2009)

Digital Compensation of Cross-Modulation Distortion in Software-Defined Radios. - Qiyue Zou; Mohyee Mikhemar; Ali H. Sayed (IEEE J. Sel. Top. Signal Process., 2009)

Introducing overview articles in Signal Processing Transactions [Society News]. - Ali H. Sayed (IEEE Signal Process. Mag., 2009)

Joint compensation of IQ imbalance and phase noise in OFDM wireless systems. - Qiyue Zou; Alireza Tarighat; Ali H. Sayed (IEEE Trans. Commun., 2009)

Free Electronic Access to SP Publications. - Ali H. Sayed (IEEE Trans. Image Process., 2009)

Optimal Multiband Joint Detection for Spectrum Sensing in Cognitive Radio Networks. - Zhi Quan; Shuguang Cui; Ali H. Sayed; H. Vincent Poor (IEEE Trans. Signal Process., 2009)

Innovations Diffusion: A Spatial Sampling Scheme for Distributed Estimation and Detection. - Zhi Quan; William J. Kaiser; Ali H. Sayed (IEEE Trans. Signal Process., 2009)

Foraging behavior of fish schools via diffusion adaptation. - Sheng-Yuan Tu; Ali H. Sayed (CIP, 2010)

Distributed nonlinear Kalman filtering with applications to wireless localization. - Federico S. Cattivelli; Ali H. Sayed (ICASSP, 2010)

Distributed beamforming and mode selection based on instantaneous system throughput. - Jingon Joung; Ali H. Sayed (ICASSP, 2010)

Randomized incremental protocols over adaptive networks. - Cássio Guimarães Lopes; Ali H. Sayed (ICASSP, 2010)

Reduction of the effects of spurious PLL tones on A/D converters. - Shang-Kee Ting; Ali H. Sayed (ISCAS, 2010)

Sampling clock jitter estimation and compensation in ADC circuits. - Zaid J. Towfic; Shang-Kee Ting; Ali H. Sayed (ISCAS, 2010)

Mobile adaptive networks with self-organization abilities. - Sheng-Yuan Tu; Ali H. Sayed (ISWCS, 2010)

Diffusion Strategies for Distributed Kalman Filtering and Smoothing. - Federico S. Cattivelli; Ali H. Sayed (IEEE Trans. Autom. Control., 2010)

Diffusion LMS strategies for distributed estimation. - Federico S. Cattivelli; Ali H. Sayed (IEEE Trans. Signal Process., 2010)

Multiuser two-way amplify-and-forward relay processing and power control methods for beamforming systems. - Jingon Joung; Ali H. Sayed (IEEE Trans. Signal Process., 2010)

Steady-state MSE performance analysis of mixture approaches to adaptive filtering. - Suleyman Serdar Kozat; Alper T. Erdogan; Andrew C. Singer; Ali H. Sayed (IEEE Trans. Signal Process., 2010)

Unbiased model combinations for adaptive filtering. - Suleyman Serdar Kozat; Andrew C. Singer; Alper T. Erdogan; Ali H. Sayed (IEEE Trans. Signal Process., 2010)

Distributed estimation over an adaptive incremental network based on the affine projection algorithm. - Leilei Li; Jonathon A. Chambers; Cássio Guimarães Lopes; Ali H. Sayed (IEEE Trans. Signal Process., 2010)

Optimal linear fusion for distributed detection via semidefinite programming. - Zhi Quan; Wing-Kin Ma; Shuguang Cui; Ali H. Sayed (IEEE Trans. Signal Process., 2010)

Diffusion least-mean squares with adaptive combiners: formulation and performance analysis. - Noriyuki Takahashi; Isao Yamada; Ali H. Sayed (IEEE Trans. Signal Process., 2010)

Cooperative Sensing via Sequential Detection. - Qiyue Zou; Songfeng Zheng; Ali H. Sayed (IEEE Trans. Signal Process., 2010)

User Selection Methods for Multiuser Two-Way Relay Communications Using Space Division Multiple Access. - Jingon Joung; Ali H. Sayed (IEEE Trans. Wirel. Commun., 2010)

Continuous-time distributed estimation. - Vítor H. Nascimento; Ali H. Sayed (ACSCC, 2011)

Diffusion adaptation over networks of particles subject to Brownian fluctuations. - Ali H. Sayed; Faten A. Sayed (ACSCC, 2011)

On the effects of topology and node distribution on learning over complex adaptive networks. - Sheng-Yuan Tu; Ali H. Sayed (ACSCC, 2011)

Distributed optimization via diffusion adaptation. - Jianshu Chen; Sheng-Yuan Tu; Ali H. Sayed (CAMSAP, 2011)

Optimal combination rules for adaptation and learning over networks. - Sheng-Yuan Tu; Ali H. Sayed (CAMSAP, 2011)

Diffusion-based bias-compensated RLS for distributed estimation over adaptive sensor networks. - Alexander Bertrand; Marc Moonen; Ali H. Sayed (EUSIPCO, 2011)

Spatio-temporal diffusion mechanisms for adaptation over networks. - Jae-Woo Lee; Seong-Eun Kim; Woo-Jin Song; Ali H. Sayed (EUSIPCO, 2011)

Bio-inspired swarming for dynamic radio access based on diffusion adaptation. - Paolo Di Lorenzo; Sergio Barbarossa; Ali H. Sayed (EUSIPCO, 2011)

Adaptive Networks with Noisy Links. - Sheng-Yuan Tu; Ali H. Sayed (GLOBECOM, 2011)

Bio-inspired cooperative optimization with application to bacteria motility. - Jianshu Chen; Ali H. Sayed (ICASSP, 2011)

Frequency domain compensation of spurious sidebands in A/D circuits. - Shang-Kee Ting; Ali H. Sayed (ICASSP, 2011)

Cooperative prey herding based on diffusion adaptation. - Sheng-Yuan Tu; Ali H. Sayed (ICASSP, 2011)

Performance limits of LMS-based adaptive networks. - Xiaochuan Zhao; Ali H. Sayed (ICASSP, 2011)

A bio-inspired fast swarming algorithm for dynamic radio access. - Paolo Di Lorenzo; Sergio Barbarossa; Ali H. Sayed (DSP, 2011)

Reducing spurious PLL tones in spectrum sensing architectures. - Shang-Kee Ting; Ali H. Sayed (ISCAS, 2011)

Clock jitter estimation in noise. - Zaid J. Towfic; Ali H. Sayed (ISCAS, 2011)

Collaborative learning of mixture models using diffusion adaptation. - Zaid J. Towfic; Jianshu Chen; Ali H. Sayed (MLSP, 2011)

Diffusion Adaptation over Networks under Imperfect Information Exchange and Non-stationary Data - Xiaochuan Zhao; Ali H. Sayed (CoRR, 2011)

Mobile Adaptive Networks. - Sheng-Yuan Tu; Ali H. Sayed (IEEE J. Sel. Top. Signal Process., 2011)

An Adaptive Diffusion Augmented CLMS Algorithm for Distributed Filtering of Noncircular Complex Signals. - Yili Xia; Danilo P. Mandic; Ali H. Sayed (IEEE Signal Process. Lett., 2011)

Signal Processing Theory and Methods [In the Spotlight]. - Abdelhak M. Zoubir; Vikram Krishnamurthy; Ali H. Sayed (IEEE Signal Process. Mag., 2011)

Optimal Spectral Feature Detection for Spectrum Sensing at Very Low SNR. - Zhi Quan; Wenyi Zhang 006; Stephen J. Shellhammer; Ali H. Sayed (IEEE Trans. Commun., 2011)

Diffusion Bias-Compensated RLS Estimation Over Adaptive Networks. - Alexander Bertrand; Marc Moonen; Ali H. Sayed (IEEE Trans. Signal Process., 2011)

Analysis of Spatial and Incremental LMS Processing for Distributed Estimation. - Federico S. Cattivelli; Ali H. Sayed (IEEE Trans. Signal Process., 2011)

Distributed Detection Over Adaptive Networks Using Diffusion Adaptation. - Federico S. Cattivelli; Ali H. Sayed (IEEE Trans. Signal Process., 2011)

Modeling Bird Flight Formations Using Diffusion Adaptation. - Federico S. Cattivelli; Ali H. Sayed (IEEE Trans. Signal Process., 2011)

Transient Analysis of Adaptive Affine Combinations. - Suleyman Serdar Kozat; Alper T. Erdogan; Andrew C. Singer; Ali H. Sayed (IEEE Trans. Signal Process., 2011)

Digital Suppression of Spurious PLL Tones in A/D Converters. - Shang-Kee Ting; Ali H. Sayed (IEEE Trans. Signal Process., 2011)

Session TP2b: Cooperative adaptation and learning (invited). - Danilo P. Mandic; Ali H. Sayed (ACSCC, 2012)

Mean-square analysis of continuous-time distributed estimation strategies. - Vítor H. Nascimento; Ali H. Sayed (ACSCC, 2012)

Unsupervised algorithms for distributed estimation over adaptive networks. - Muhammad Omer Bin Saeed; Azzedine Zerguine; Salam A. Zummo; Ali H. Sayed (ACSCC, 2012)

Adaptive decision-making over complex networks. - Sheng-Yuan Tu; Ali H. Sayed (ACSCC, 2012)

Learning over social networks via diffusion adaptation. - Xiaochuan Zhao; Ali H. Sayed (ACSCC, 2012)

On the limiting behavior of distributed optimization strategies. - Jianshu Chen; Ali H. Sayed (Allerton Conference, 2012)

Effective information flow over mobile adaptive networks. - Sheng-Yuan Tu; Ali H. Sayed (CIP, 2012)

Clustering via diffusion adaptation over networks. - Xiaochuan Zhao; Ali H. Sayed (CIP, 2012)

Using an adaptive gene network model for self-organizing multicellular behavior. - Yong-Jun Shin; Ali H. Sayed; Xiling Shen (EMBC, 2012)

Distributed learning via Diffusion adaptation with application to ensemble learning. - Zaid J. Towfic; Jianshu Chen; Ali H. Sayed (ESANN, 2012)

A diffusion LMS strategy for parameter estimation in noisy regressor applications. - Reza Abdolee; Benoît Champagne 001; Ali H. Sayed (EUSIPCO, 2012)

Asynchronous diffusion adaptation over networks. - Xiaochuan Zhao; Ali H. Sayed (EUSIPCO, 2012)

Performance of diffusion adaptation for collaborative optimization. - Jianshu Chen; Ali H. Sayed (ICASSP, 2012)

Sparse diffusion LMS for distributed adaptive estimation. - Paolo Di Lorenzo; Sergio Barbarossa; Ali H. Sayed (ICASSP, 2012)

Single-link diffusion strategies over adaptive networks. - Xiaochuan Zhao; Ali H. Sayed (ICASSP, 2012)

Distributed throughput optimization over P2P mesh networks using diffusion adaptation. - Zaid J. Towfic; Jianshu Chen; Ali H. Sayed (ICC, 2012)

Combination weights for diffusion strategies with imperfect information exchange. - Xiaochuan Zhao; Ali H. Sayed (ICC, 2012)

On the generalization ability of distributed online learners. - Zaid J. Towfic; Jianshu Chen; Ali H. Sayed (MLSP, 2012)

Beam coordination via diffusion adaptation over array networks. - Xiaochuan Zhao; Jianshu Chen; Ali H. Sayed (SPAWC, 2012)

Diffusion LMS for source and process estimation in sensor networks. - Reza Abdolee; Benoît Champagne 001; Ali H. Sayed (SSP, 2012)

Distributed pareto-optimal solutions via diffusion adaptation. - Jianshu Chen; Ali H. Sayed (SSP, 2012)

Continuous-time distributed estimation with asymmetric mixing. - Vítor H. Nascimento; Ali H. Sayed (SSP, 2012)

Diffusion networks outperform consensus networks. - Sheng-Yuan Tu; Ali H. Sayed (SSP, 2012)

Diffusion Adaptation over Networks - Ali H. Sayed (CoRR, 2012)

Modeling bee swarming behavior through diffusion adaptation with asymmetric information sharing. - Jinchao Li; Ali H. Sayed (EURASIP J. Adv. Signal Process., 2012)

An Algorithm to Compensate the Effects of Spurious PLL Tones in Spectrum Sensing Architectures. - Shang-Kee Ting; Danijela Cabric; Ali H. Sayed (IEEE Trans. Circuits Syst. I Regul. Pap., 2012)

Diffusion Adaptation Strategies for Distributed Optimization and Learning Over Networks. - Jianshu Chen; Ali H. Sayed (IEEE Trans. Signal Process., 2012)

Spatio-Temporal Diffusion Strategies for Estimation and Detection Over Networks. - Jae-Woo Lee; Seong-Eun Kim; Woo-Jin Song; Ali H. Sayed (IEEE Trans. Signal Process., 2012)

Decentralized Resource Assignment in Cognitive Networks Based on Swarming Mechanisms Over Random Graphs. - Paolo Di Lorenzo; Sergio Barbarossa; Ali H. Sayed (IEEE Trans. Signal Process., 2012)

Clock Jitter Compensation in High-Rate ADC Circuits. - Zaid J. Towfic; Shang-Kee Ting; Ali H. Sayed (IEEE Trans. Signal Process., 2012)

Diffusion Strategies Outperform Consensus Strategies for Distributed Estimation Over Adaptive Networks. - Sheng-Yuan Tu; Ali H. Sayed (IEEE Trans. Signal Process., 2012)

Performance Limits for Distributed Estimation Over LMS Adaptive Networks. - Xiaochuan Zhao; Ali H. Sayed (IEEE Trans. Signal Process., 2012)

Diffusion Adaptation Over Networks Under Imperfect Information Exchange and Non-Stationary Data. - Xiaochuan Zhao; Sheng-Yuan Tu; Ali H. Sayed (IEEE Trans. Signal Process., 2012)

Adaptive stochastic convex optimization over networks. - Zaid J. Towfic; Ali H. Sayed (Allerton, 2013)

Distributed spectrum sensing in the presence of selfish users. - Chung-Kai Yu; Mihaela van der Schaar; Ali H. Sayed (CAMSAP, 2013)

On the benefits of diffusion cooperation for distributed optimization and learning. - Jianshu Chen; Ali H. Sayed (EUSIPCO, 2013)

Cluster formation over adaptive networks with selfish agents. - Chung-Kai Yu; Mihaela van der Schaar; Ali H. Sayed (EUSIPCO, 2013)

On the probability distribution of distributed optimization strategies. - Jianshu Chen; Ali H. Sayed (GlobalSIP, 2013)

Diffusion estimation over cooperative networks with missing data. - Mohammad Reza Gholami; Erik G. Ström; Ali H. Sayed (GlobalSIP, 2013)

Diffusion LMS localization and tracking algorithm for wireless cellular networks. - Reza Abdolee; Stephan Saur; Benoît Champagne 001; Ali H. Sayed (ICASSP, 2013)

Modelling brain cortical connectivity using diffusion adaptation. - Konstantinos Eftaxias; Saeid Sanei; Ali H. Sayed (ICASSP, 2013)

Cooperative off-policy prediction of Markov decision processes in adaptive networks. - Sergio Valcarcel Macua; Jianshu Chen; Santiago Zazo; Ali H. Sayed (ICASSP, 2013)

Mitigation of clipping in sensors. - Shang-Kee Ting; Ali H. Sayed (ICASSP, 2013)

Distributed inference over regression and classification models. - Zaid J. Towfic; Jianshu Chen; Ali H. Sayed (ICASSP, 2013)

A strategy for adjusting combination weights over adaptive networks. - Chung-Kai Yu; Ali H. Sayed (ICASSP, 2013)

Attaining optimal batch performance via distributed processing over networks. - Xiaochuan Zhao; Ali H. Sayed (ICASSP, 2013)

Diffusion LMS strategies for parameter estimation over fading wireless channels. - Reza Abdolee; Benoît Champagne 001; Ali H. Sayed (ICC, 2013)

Online learning and adaptation over networks: More information is not necessarily better. - Ali H. Sayed; Sheng-Yuan Tu; Jianshu Chen (ITA, 2013)

An optimal error nonlinearity for robust adaptation against impulsive noise. - Sara Al-Sayed; Abdelhak M. Zoubir; Ali H. Sayed (SPAWC, 2013)

On the effects of colluded statistical attacks in cooperative spectrum sensing. - Chung-Kai Yu; Mihir Laghate; Ali H. Sayed; Danijela Cabric (SPAWC, 2013)

Reputation design for adaptive networks with selfish agents. - Chung-Kai Yu; Mihaela van der Schaar; Ali H. Sayed (SPAWC, 2013)

Post-translational regulation enables robust p53 regulation. - Yong-Jun Shin; Kai-Yuan Chen; Ali H. Sayed; Brandon Hencey; Xiling Shen (BMC Syst. Biol., 2013)

Excess-Risk Analysis of Distributed Stochastic Learners - Zaid J. Towfic; Jianshu Chen; Ali H. Sayed (CoRR, 2013)

On distributed online classification in the midst of concept drifts. - Zaid J. Towfic; Jianshu Chen; Ali H. Sayed (Neurocomputing, 2013)

Distributed Pareto Optimization via Diffusion Strategies. - Jianshu Chen; Ali H. Sayed (IEEE J. Sel. Top. Signal Process., 2013)

Introduction to the issue on adaptation and learning over complex networks. - Ali H. Sayed; Sergio Barbarossa; Sergios Theodoridis; Isao Yamada (IEEE J. Sel. Top. Signal Process., 2013)

Distributed Spectrum Estimation for Small Cell Networks Based on Sparse Diffusion Adaptation. - Paolo Di Lorenzo; Sergio Barbarossa; Ali H. Sayed (IEEE Signal Process. Lett., 2013)

Adaptation and Learning over Complex Networks [From the Guest Editors]. - Ali H. Sayed; Sergio Barbarossa; Sergios Theodoridis; Isao Yamada (IEEE Signal Process. Mag., 2013)

Diffusion Strategies for Adaptation and Learning over Networks: An Examination of Distributed Strategies and Network Behavior. - Ali H. Sayed; Sheng-Yuan Tu; Jianshu Chen; Xiaochuan Zhao; Zaid J. Towfic (IEEE Signal Process. Mag., 2013)

Bio-Inspired Decentralized Radio Access Based on Swarming Mechanisms Over Adaptive Networks. - Paolo Di Lorenzo; Sergio Barbarossa; Ali H. Sayed (IEEE Trans. Signal Process., 2013)

Sparse Distributed Learning Based on Diffusion Adaptation. - Paolo Di Lorenzo; Ali H. Sayed (IEEE Trans. Signal Process., 2013)

On the Influence of Informed Agents on Learning and Adaptation Over Networks. - Sheng-Yuan Tu; Ali H. Sayed (IEEE Trans. Signal Process., 2013)

Performance analysis of multitask diffusion adaptation over asynchronous networks. - Roula Nassif; Cédric Richard; André Ferrari; Ali H. Sayed (ACSSC, 2014)

Robust distributed detection over adaptive diffusion networks. - Sara Al-Sayed; Abdelhak M. Zoubir; Ali H. Sayed (ICASSP, 2014)

Large deviations analysis of adaptive distributed detection. - Paolo Braca; Stefano Maranò 001; Vincenzo Matta; Ali H. Sayed (ICASSP, 2014)

Diffusion LMS for clustered multitask networks. - Jie Chen 022; Cédric Richard; Ali H. Sayed (ICASSP, 2014)

Online dictionary learning over distributed models. - Jianshu Chen; Zaid J. Towfic; Ali H. Sayed (ICASSP, 2014)

Adjustment of combination weights over adaptive diffusion networks. - Jesus Fernandez-Bes; Jerónimo Arenas-García; Ali H. Sayed (ICASSP, 2014)

Diffusion LMS for multitask problems with overlapping hypothesis subspaces. - Jie Chen 022; Cédric Richard; Alfred O. Hero III; Ali H. Sayed (MLSP, 2014)

Dictionary learning over large distributed models via dual-ADMM strategies. - Zaid J. Towfic; Jianshu Chen; Ali H. Sayed (MLSP, 2014)

Asymptotic Performance of Adaptive Distributed Detection over Networks. - Paolo Braca; Stefano Maranò 001; Vincenzo Matta; Ali H. Sayed (CoRR, 2014)

Adaptation, Learning, and Optimization over Networks. - Ali H. Sayed (Found. Trends Mach. Learn., 2014)

Adaptive Networks. - Ali H. Sayed (Proc. IEEE, 2014)

Impact of Networked Cognition and Learning on Engineered Systems [Further Thoughts]. - Ali H. Sayed (Proc. IEEE, 2014)

Estimation of Space-Time Varying Parameters Using a Diffusion LMS Algorithm. - Reza Abdolee; Benoît Champagne 001; Ali H. Sayed (IEEE Trans. Signal Process., 2014)

Multitask Diffusion Adaptation Over Networks. - Jie Chen 022; Cédric Richard; Ali H. Sayed (IEEE Trans. Signal Process., 2014)

Adaptive Penalty-Based Distributed Stochastic Convex Optimization. - Zaid J. Towfic; Ali H. Sayed (IEEE Trans. Signal Process., 2014)

Distributed Decision-Making Over Adaptive Networks. - Sheng-Yuan Tu; Ali H. Sayed (IEEE Trans. Signal Process., 2014)

Adaptive clustering for multitask diffusion networks. - Jie Chen 022; Cédric Richard; Ali H. Sayed (EUSIPCO, 2015)

Decentralized clustering over adaptive networks. - Sahar Khawatmi; Abdelhak M. Zoubir; Ali H. Sayed (EUSIPCO, 2015)

Exact asymptotics of distributed detection over adaptive networks. - Vincenzo Matta; Paolo Braca; Stefano Maranò 001; Ali H. Sayed (ICASSP, 2015)

Multitask diffusion LMS with sparsity-based regularization. - Roula Nassif; Cédric Richard; André Ferrari; Ali H. Sayed (ICASSP, 2015)

Distributed primal strategies outperform primal-dual strategies over adaptive networks. - Zaid J. Towfic; Ali H. Sayed (ICASSP, 2015)

Proximal diffusion for stochastic costs with non-differentiable regularizers. - Stefan Vlaski; Ali H. Sayed (ICASSP, 2015)

Learning by weakly-connected adaptive agents. - Bicheng Ying; Ali H. Sayed (ICASSP, 2015)

Adaptive regularized diffusion adaptation over multitask networks. - Sadaf Monajemi; Saeid Sanei; Sim Heng Ong; Ali H. Sayed (MLSP, 2015)

Asynchronous adaptive networks. - Ali H. Sayed; Xiaochuan Zhao (CoRR, 2015)

Performance Limits of Online Stochastic Sub-Gradient Learning. - Bicheng Ying; Ali H. Sayed (CoRR, 2015)

Distributed Policy Evaluation Under Multiple Behavior Strategies. - Sergio Valcarcel Macua; Jianshu Chen; Santiago Zazo; Ali H. Sayed (IEEE Trans. Autom. Control., 2015)

On the Learning Behavior of Adaptive Networks - Part I: Transient Analysis. - Jianshu Chen; Ali H. Sayed (IEEE Trans. Inf. Theory, 2015)

On the Learning Behavior of Adaptive Networks - Part II: Performance Analysis. - Jianshu Chen; Ali H. Sayed (IEEE Trans. Inf. Theory, 2015)

Information-Sharing Over Adaptive Networks With Self-Interested Agents. - Chung-Kai Yu; Mihaela van der Schaar; Ali H. Sayed (IEEE Trans. Signal Inf. Process. over Networks, 2015)

Diffusion LMS Over Multitask Networks. - Jie Chen 022; Cédric Richard; Ali H. Sayed (IEEE Trans. Signal Process., 2015)

Dictionary Learning Over Distributed Models. - Jianshu Chen; Zaid J. Towfic; Ali H. Sayed (IEEE Trans. Signal Process., 2015)

Stability and Performance Limits of Adaptive Primal-Dual Networks. - Zaid J. Towfic; Ali H. Sayed (IEEE Trans. Signal Process., 2015)

Asynchronous Adaptation and Learning Over Networks - Part I: Modeling and Stability Analysis. - Xiaochuan Zhao; Ali H. Sayed (IEEE Trans. Signal Process., 2015)

Asynchronous Adaptation and Learning Over Networks - Part II: Performance Analysis. - Xiaochuan Zhao; Ali H. Sayed (IEEE Trans. Signal Process., 2015)

Asynchronous Adaptation and Learning Over Networks - Part III: Comparison Analysis. - Xiaochuan Zhao; Ali H. Sayed (IEEE Trans. Signal Process., 2015)

Distributed Clustering and Learning Over Networks. - Xiaochuan Zhao; Ali H. Sayed (IEEE Trans. Signal Process., 2015)

Distributed learning over multitask networks with linearly related tasks. - Roula Nassif; Cédric Richard; André Ferrari; Ali H. Sayed (ACSSC, 2016)

Detection over diffusion networks: Asymptotic tools for performance prediction and simulation. - Vincenzo Matta; Paolo Braca; Stefano Maranò 001; Ali H. Sayed (EUSIPCO, 2016)

Online dual coordinate ascent learning. - Bicheng Ying; Kun Yuan 001; Ali H. Sayed (EUSIPCO, 2016)

The brain strategy for online learning. - Stefan Vlaski; Bicheng Ying; Ali H. Sayed (GlobalSIP, 2016)

Group diffusion LMS. - Jie Chen 022; Shang-Kee Ting; Cédric Richard; Ali H. Sayed (ICASSP, 2016)

Diffusion LMS over multitask networks with noisy links. - Roula Nassif; Cédric Richard; Jie Chen 022; André Ferrari; Ali H. Sayed (ICASSP, 2016)

Diffusion social learning over weakly-connected graphs. - Hawraa Salami; Bicheng Ying; Ali H. Sayed (ICASSP, 2016)

Diffusion stochastic optimization with non-smooth regularizers. - Stefan Vlaski; Lieven Vandenberghe; Ali H. Sayed (ICASSP, 2016)

Performance limits of single-agent and multi-agent sub-gradient stochastic learning. - Bicheng Ying; Ali H. Sayed (ICASSP, 2016)

Adaptive learning for stochastic generalized Nash equilibrium problems. - Chung-Kai Yu; Mihaela van der Schaar; Ali H. Sayed (ICASSP, 2016)

Stochastic gradient descent with finite samples sizes. - Kun Yuan 001; Bicheng Ying; Stefan Vlaski; Ali H. Sayed (MLSP, 2016)

On the Influence of Momentum Acceleration on Online Learning. - Kun Yuan 001; Bicheng Ying; Ali H. Sayed (J. Mach. Learn. Res., 2016)

Combinations of Adaptive Filters: Performance and convergence properties. - Jerónimo Arenas-García; Luis Antonio Azpicueta-Ruiz; Magno T. M. Silva; Vítor H. Nascimento; Ali H. Sayed (IEEE Signal Process. Mag., 2016)

Diffusion-Based Adaptive Distributed Detection: Steady-State Performance in the Slow Adaptation Regime. - Vincenzo Matta; Paolo Braca; Stefano Maranò 001; Ali H. Sayed (IEEE Trans. Inf. Theory, 2016)

Excess-Risk of Distributed Stochastic Learners. - Zaid J. Towfic; Jianshu Chen; Ali H. Sayed (IEEE Trans. Inf. Theory, 2016)

Information Exchange and Learning Dynamics Over Weakly Connected Adaptive Networks. - Bicheng Ying; Ali H. Sayed (IEEE Trans. Inf. Theory, 2016)

Diffusion Adaptation over Multi-Agent Networks with Wireless Link Impairments. - Reza Abdolee; Benoît Champagne 001; Ali H. Sayed (IEEE Trans. Mob. Comput., 2016)

Diffusion Estimation Over Cooperative Multi-Agent Networks With Missing Data. - Mohammad Reza Gholami; Magnus Jansson; Erik G. Ström; Ali H. Sayed (IEEE Trans. Signal Inf. Process. over Networks, 2016)

Distributed Detection Over Adaptive Networks: Refined Asymptotics and the Role of Connectivity. - Vincenzo Matta; Paolo Braca; Stefano Maranò 001; Ali H. Sayed (IEEE Trans. Signal Inf. Process. over Networks, 2016)

Guest Editorial Inference and Learning over Networks. - Vincenzo Matta; Cédric Richard; Venkatesh Saligrama; Ali H. Sayed (IEEE Trans. Signal Inf. Process. over Networks, 2016)

Robust Adaptation in Impulsive Noise. - Sara Al-Sayed; Abdelhak M. Zoubir; Ali H. Sayed (IEEE Trans. Signal Process., 2016)

Multitask Diffusion Adaptation Over Asynchronous Networks. - Roula Nassif; Cédric Richard; André Ferrari; Ali H. Sayed (IEEE Trans. Signal Process., 2016)

Proximal Multitask Learning Over Networks With Sparsity-Inducing Coregularization. - Roula Nassif; Cédric Richard; André Ferrari; Ali H. Sayed (IEEE Trans. Signal Process., 2016)

A graph diffusion LMS strategy for adaptive graph signal processing. - Roula Nassif; Cédric Richard; Jie Chen 022; Ali H. Sayed (ACSSC, 2017)

Decentralized exact coupled optimization. - Sulaiman A. Alghunaim; Kun Yuan 001; Ali H. Sayed (Allerton, 2017)

Coordinate-descent adaptation over networks. - Chengcheng Wang; Yonggang Zhang 001; Bicheng Ying; Ali H. Sayed (EUSIPCO, 2017)

Exact diffusion strategy for optimization by networked agents. - Kun Yuan 001; Bicheng Ying; Xiaochuan Zhao; Ali H. Sayed (EUSIPCO, 2017)

Belief control strategies for interactions over weak graphs. - Hawraa Salami; Ali H. Sayed (ICASSP, 2017)

Diffusion gradient boosting for networked learning. - Bicheng Ying; Ali H. Sayed (ICASSP, 2017)

Learning by networked agents under partial information. - Chung-Kai Yu; Ali H. Sayed (ICASSP, 2017)

On the performance of random reshuffling in stochastic learning. - Bicheng Ying; Kun Yuan 001; Stefan Vlaski; Ali H. Sayed (ITA, 2017)

A blind Adaptive Stimulation Artifact Rejection (ASAR) engine for closed-loop implantable neuromodulation systems. - Sina Basir-Kazeruni; Stefan Vlaski; Hawraa Salami; Ali H. Sayed; Dejan Markovic (NER, 2017)

Convergence of Variance-Reduced Stochastic Learning under Random Reshuffling. - Bicheng Ying; Kun Yuan 001; Ali H. Sayed (CoRR, 2017)

Efficient Variance-Reduced Learning for Fully Decentralized On-Device Intelligence. - Kun Yuan 001; Bicheng Ying; Ali H. Sayed (CoRR, 2017)

Multitask Diffusion Adaptation Over Networks With Common Latent Representations. - Jie Chen 022; Cédric Richard; Ali H. Sayed (IEEE J. Sel. Top. Signal Process., 2017)

Social Learning Over Weakly Connected Graphs. - Hawraa Salami; Bicheng Ying; Ali H. Sayed (IEEE Trans. Signal Inf. Process. over Networks, 2017)

Robust Distributed Estimation by Networked Agents. - Sara Al-Sayed; Abdelhak M. Zoubir; Ali H. Sayed (IEEE Trans. Signal Process., 2017)

Decentralized Clustering and Linking by Networked Agents. - Sahar Khawatmi; Ali H. Sayed; Abdelhak M. Zoubir (IEEE Trans. Signal Process., 2017)

Diffusion LMS for Multitask Problems With Local Linear Equality Constraints. - Roula Nassif; Cédric Richard; André Ferrari; Ali H. Sayed (IEEE Trans. Signal Process., 2017)

Distributed Learning for Stochastic Generalized Nash Equilibrium Problems. - Chung-Kai Yu; Mihaela van der Schaar; Ali H. Sayed (IEEE Trans. Signal Process., 2017)

Decentralized clustering for node-variant graph filtering with graph diffusion LMS. - Fei Hua 001; Roula Nassif; Cédric Richard; Haiyan Wang 002; Ali H. Sayed (ACSSC, 2018)

Tomography of Large Adaptive Networks under the Dense Latent Regime : Invited Paper. - Vincenzo Matta; Augusto Santos; Ali H. Sayed (ACSSC, 2018)

Dual Coupled Diffusion for Distributed Optimization with Affine Constraints. - Sulaiman A. Alghunaim; Kun Yuan 001; Ali H. Sayed (CDC, 2018)

Divide-and-Conquer Tomography for Large-Scale Networks. - Augusto Santos; Vincenzo Matta; Ali H. Sayed (DSW, 2018)

Online Graph Learning from Sequential Data. - Stefan Vlaski; Hermina Petric Maretic; Roula Nassif; Pascal Frossard; Ali H. Sayed (DSW, 2018)

An Exponentially Convergent Algorithm for Learning Under Distributed Features. - Bicheng Ying; Kun Yuan 001; Ali H. Sayed (DSW, 2018)

Decisions Under Binary Messaging Over Adaptive Networks. - Stefano Maranò 001; Ali H. Sayed (EUSIPCO, 2018)

A Preconditioned Graph Diffusion LMS for Adaptive Graph Signal Processing. - Fei Hua 001; Roula Nassif; Cédric Richard; Haiyan Wang 002; Ali H. Sayed (EUSIPCO, 2018)

Efficient Variance-Reduced Learning Over Multi-Agent Networks. - Kun Yuan 001; Bicheng Ying; Ali H. Sayed (EUSIPCO, 2018)

Distributed Coupled Learning Over Adaptive Networks. - Sulaiman A. Alghunaim; Ali H. Sayed (ICASSP, 2018)

Tomography of Adaptive Multi-Agent Networks Under Limited Observation. - Vincenzo Matta; Ali H. Sayed (ICASSP, 2018)

Distributed Diffusion Adaptation Over Graph Signals. - Roula Nassif; Cédric Richard; Jie Chen 022; Ali H. Sayed (ICASSP, 2018)

Convergence of Variance-Reduced Learning Under Random Reshuffling. - Bicheng Ying; Kun Yuan 001; Ali H. Sayed (ICASSP, 2018)

Consistent Tomography over Diffusion Networks under the Low-Observability Regime. - Augusto Santos; Vincenzo Matta; Ali H. Sayed (ISIT, 2018)

Distributed Inference Over Multitask Graphs Under Smoothness. - Roula Nassif; Stefan Vlaski; Ali H. Sayed (SPAWC, 2018)

Belief Control Strategies for Interactions over Weak Graphs. - Hawraa Salami; Bicheng Ying; Ali H. Sayed (CoRR, 2018)

Stochastic Learning under Random Reshuffling. - Bicheng Ying; Kun Yuan 001; Stefan Vlaski; Ali H. Sayed (CoRR, 2018)

A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization. - Wotao Yin; Xianghui Mao; Kun Yuan 001; Yuantao Gu; Ali H. Sayed (CoRR, 2018)

Learning over Multitask Graphs - Part I: Stability Analysis. - Roula Nassif; Stefan Vlaski; Ali H. Sayed (CoRR, 2018)

Learning over Multitask Graphs - Part II: Performance Analysis. - Roula Nassif; Stefan Vlaski; Ali H. Sayed (CoRR, 2018)

Learning Under Distributed Features. - Bicheng Ying; Kun Yuan 001; Ali H. Sayed (CoRR, 2018)

Learning Kolmogorov Models for Binary Random Variables. - Hadi G. Ghauch; Mikael Skoglund; Hossein Shokri Ghadikolaei; Carlo Fischione; Ali H. Sayed (CoRR, 2018)

Multi-Agent Fully Decentralized Off-Policy Learning with Linear Convergence Rates. - Lucas Cassano; Kun Yuan 001; Ali H. Sayed (CoRR, 2018)

Performance limits of stochastic sub-gradient learning, part II: Multi-agent case. - Bicheng Ying; Ali H. Sayed (Signal Process., 2018)

Performance limits of stochastic sub-gradient learning, Part I: Single agent case. - Bicheng Ying; Ali H. Sayed (Signal Process., 2018)

Big Ideas or Big Data? [President's Message]. - Ali H. Sayed (IEEE Signal Process. Mag., 2018)

Galileo, Fourier, and Openness in Science [President's Message]. - Ali H. Sayed (IEEE Signal Process. Mag., 2018)

Intelligent Machines and the Planet of the Apes [President's Message]. - Ali H. Sayed (IEEE Signal Process. Mag., 2018)

Science Is Blind [President's Message]. - Ali H. Sayed (IEEE Signal Process. Mag., 2018)

Twinkle, Twinkle, Little Star [President's Message]. - Ali H. Sayed (IEEE Signal Process. Mag., 2018)

Decentralized Consensus Optimization With Asynchrony and Delays. - Tianyu Wu; Kun Yuan 001; Qing Ling 001; Wotao Yin; Ali H. Sayed (IEEE Trans. Signal Inf. Process. over Networks, 2018)

Coordinate-Descent Diffusion Learning by Networked Agents. - Chengcheng Wang; Yonggang Zhang 001; Bicheng Ying; Ali H. Sayed (IEEE Trans. Signal Process., 2018)

Distributed Learning over Networks under Subspace Constraints. - Roula Nassif; Stefan Vlaski; Ali H. Sayed (ACSSC, 2019)

Polynomial Escape-Time from Saddle Points in Distributed Non-Convex Optimization. - Stefan Vlaski; Ali H. Sayed (CAMSAP, 2019)

On the Performance of Exact Diffusion over Adaptive Networks. - Kun Yuan 001; Sulaiman A. Alghunaim; Bicheng Ying; Ali H. Sayed (CDC, 2019)

Distributed Value-Function Learning with Linear Convergence Rates. - Lucas Cassano; Kun Yuan 001; Ali H. Sayed (ECC, 2019)

Enhanced Diffusion Learning Over Networks. - Ricardo Merched; Stefan Vlaski; Ali H. Sayed (EUSIPCO, 2019)

Team Policy Learning for Multi-agent Reinforcement Learning. - Lucas Cassano; Sulaiman A. Alghunaim; Ali H. Sayed (ICASSP, 2019)

Exponential Collapse of Social Beliefs over Weakly-connected Heterogeneous Networks. - Vincenzo Matta; Augusto Santos; Ali H. Sayed (ICASSP, 2019)

Distributed Inference over Networks under Subspace Constraints. - Roula Nassif; Stefan Vlaski; Ali H. Sayed (ICASSP, 2019)

Diffusion Learning in Non-convex Environments. - Stefan Vlaski; Ali H. Sayed (ICASSP, 2019)

COVER: A Cluster-based Variance Reduced Method for Online Learning. - Kun Yuan 001; Bicheng Ying; Ali H. Sayed (ICASSP, 2019)

Graph Learning with Partial Observations: Role of Degree Concentration. - Vincenzo Matta; Augusto Santos; Ali H. Sayed (ISIT, 2019)

A Linearly Convergent Proximal Gradient Algorithm for Decentralized Optimization. - Sulaiman A. Alghunaim; Kun Yuan 001; Ali H. Sayed (NeurIPS, 2019)

Learning Erdős-Rényi Graphs under Partial Observations: Concentration or Sparsity? - Vincenzo Matta; Augusto Santos; Ali H. Sayed (CoRR, 2019)

Adaptation and learning over networks under subspace constraints. - Roula Nassif; Stefan Vlaski; Ali H. Sayed (CoRR, 2019)

Topology Inference over Networks with Nonlinear Coupling. - Augusto Santos; Vincenzo Matta; Ali H. Sayed (CoRR, 2019)

Second-Order Guarantees of Stochastic Gradient Descent in Non-Convex Optimization. - Stefan Vlaski; Ali H. Sayed (CoRR, 2019)

ISL: Optimal Policy Learning With Optimal Exploration-Exploitation Trade-Off. - Lucas Cassano; Ali H. Sayed (CoRR, 2019)

Interplay between Topology and Social Learning over Weak Graphs. - Vincenzo Matta; Virginia Bordignon; Augusto Santos; Ali H. Sayed (CoRR, 2019)

Network Classifiers With Output Smoothing. - Elsa Rizk; Roula Nassif; Ali H. Sayed (CoRR, 2019)

Inverse Graph Learning over Optimization Networks. - Vincenzo Matta; Augusto Santos; Ali H. Sayed (CoRR, 2019)

Decentralized Decision-Making Over Multi-Task Networks. - Sahar Khawatmi; Abdelhak M. Zoubir; Ali H. Sayed (Signal Process., 2019)

A Regularization Framework for Learning Over Multitask Graphs. - Roula Nassif; Stefan Vlaski; Cédric Richard; Ali H. Sayed (IEEE Signal Process. Lett., 2019)

Dynamite, Electricity, and Nobel's World [President's Message]. - Ali H. Sayed (IEEE Signal Process. Mag., 2019)

Quantum Leaps [President's Message]. - Ali H. Sayed (IEEE Signal Process. Mag., 2019)

People's Needs or People's Greed [President's Message]. - Ali H. Sayed (IEEE Signal Process. Mag., 2019)

Informing the Misinformed [President's Message]. - Ali H. Sayed (IEEE Signal Process. Mag., 2019)

Losing Your Mind [President's Message]. - Ali H. Sayed (IEEE Signal Process. Mag., 2019)

"Guilty of the Good We Did Not Do" [President's Message]. - Ali H. Sayed (IEEE Signal Process. Mag., 2019)

Detection Under One-Bit Messaging Over Adaptive Networks. - Stefano Maranò 001; Ali H. Sayed (IEEE Trans. Inf. Theory, 2019)

Consistent Tomography Under Partial Observations Over Adaptive Networks. - Vincenzo Matta; Ali H. Sayed (IEEE Trans. Inf. Theory, 2019)

Dynamic Average Diffusion With Randomized Coordinate Updates. - Bicheng Ying; Kun Yuan 001; Ali H. Sayed (IEEE Trans. Signal Inf. Process. over Networks, 2019)

Supervised Learning Under Distributed Features. - Bicheng Ying; Kun Yuan 001; Ali H. Sayed (IEEE Trans. Signal Process., 2019)

Stochastic Learning Under Random Reshuffling With Constant Step-Sizes. - Bicheng Ying; Kun Yuan 001; Stefan Vlaski; Ali H. Sayed (IEEE Trans. Signal Process., 2019)

Variance-Reduced Stochastic Learning by Networked Agents Under Random Reshuffling. - Kun Yuan 001; Bicheng Ying; Jiageng Liu; Ali H. Sayed (IEEE Trans. Signal Process., 2019)

Exact Diffusion for Distributed Optimization and Learning - Part I: Algorithm Development. - Kun Yuan 001; Bicheng Ying; Xiaochuan Zhao; Ali H. Sayed (IEEE Trans. Signal Process., 2019)

Exact Diffusion for Distributed Optimization and Learning - Part II: Convergence Analysis. - Kun Yuan 001; Bicheng Ying; Xiaochuan Zhao; Ali H. Sayed (IEEE Trans. Signal Process., 2019)

Second-Order Guarantees in Federated Learning. - Stefan Vlaski; Elsa Rizk; Ali H. Sayed (ACSSC, 2020)

A Multi-Agent Primal-Dual Strategy for Composite Optimization over Distributed Features. - Sulaiman A. Alghunaim; Ming Yan 006; Ali H. Sayed (EUSIPCO, 2020)

Adaptation in Online Social Learning. - Virginia Bordignon; Vincenzo Matta; Ali H. Sayed (EUSIPCO, 2020)

Adaptation and Learning in Multi-Task Decision Systems. - Stefano Maranò 001; Ali H. Sayed (ICASSP, 2020)

Social Learning with Partial Information Sharing. - Virginia Bordignon; Vincenzo Matta; Ali H. Sayed (ICASSP, 2020)

Learning Graph Influence from Social Interactions. - Vincenzo Matta; Virginia Bordignon; Augusto Santos; Ali H. Sayed (ICASSP, 2020)

Linear Speedup in Saddle-Point Escape for Decentralized Non-Convex Optimization. - Stefan Vlaski; Ali H. Sayed (ICASSP, 2020)

Dynamic Federated Learning. - Elsa Rizk; Stefan Vlaski; Ali H. Sayed (SPAWC, 2020)

Linear convergence of primal-dual gradient methods and their performance in distributed optimization. - Sulaiman A. Alghunaim; Ali H. Sayed (Autom., 2020)

Second-order guarantees in centralized, federated and decentralized nonconvex optimization. - Stefan Vlaski; Ali H. Sayed (Commun. Inf. Syst., 2020)

Multitask learning over graphs. - Roula Nassif; Stefan Vlaski; Cédric Richard; Jie Chen 022; Ali H. Sayed (CoRR, 2020)

Dif-MAML: Decentralized Multi-Agent Meta-Learning. - Mert Kayaalp; Stefan Vlaski; Ali H. Sayed (CoRR, 2020)

Optimization for Data-Driven Learning and Control. - Usman A. Khan; Waheed U. Bajwa; Angelia Nedic; Michael G. Rabbat; Ali H. Sayed (Proc. IEEE, 2020)

Graph Learning Under Partial Observability. - Vincenzo Matta; Augusto Santos; Ali H. Sayed (Proc. IEEE, 2020)

Diffusion LMS With Communication Delays: Stability and Performance Analysis. - Fei Hua 001; Roula Nassif; Cédric Richard; Haiyan Wang 002; Ali H. Sayed (IEEE Signal Process. Lett., 2020)

Tracking Performance of Online Stochastic Learners. - Stefan Vlaski; Elsa Rizk; Ali H. Sayed (IEEE Signal Process. Lett., 2020)

Multitask Learning Over Graphs: An Approach for Distributed, Streaming Machine Learning. - Roula Nassif; Stefan Vlaski; Cédric Richard; Jie Chen 022; Ali H. Sayed (IEEE Signal Process. Mag., 2020)

If You Cannot Come to Us, We Will Go to You... [President's Message]. - Ali H. Sayed (IEEE Signal Process. Mag., 2020)

Election of Regional Directors-at-Large and Members-at-Large [Society News]. - Ali H. Sayed (IEEE Signal Process. Mag., 2020)

Distributed Coupled Multiagent Stochastic Optimization. - Sulaiman A. Alghunaim; Ali H. Sayed (IEEE Trans. Autom. Control., 2020)

A Proximal Diffusion Strategy for Multiagent Optimization With Sparse Affine Constraints. - Sulaiman A. Alghunaim; Kun Yuan 001; Ali H. Sayed (IEEE Trans. Autom. Control., 2020)

Local Tomography of Large Networks Under the Low-Observability Regime. - Augusto Santos; Vincenzo Matta; Ali H. Sayed (IEEE Trans. Inf. Theory, 2020)

Online Distributed Learning Over Graphs With Multitask Graph-Filter Models. - Fei Hua 001; Roula Nassif; Cédric Richard; Haiyan Wang 002; Ali H. Sayed (IEEE Trans. Signal Inf. Process. over Networks, 2020)

Convex Combination of Diffusion Strategies Over Networks. - Danqi Jin; Jie Chen 022; Cédric Richard; Jingdong Chen; Ali H. Sayed (IEEE Trans. Signal Inf. Process. over Networks, 2020)

Affine Combination of Diffusion Strategies Over Networks. - Danqi Jin; Jie Chen 022; Cédric Richard; Jingdong Chen; Ali H. Sayed (IEEE Trans. Signal Process., 2020)

Walkman: A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization. - Xianghui Mao; Kun Yuan 001; Yubin Hu 001; Yuantao Gu; Ali H. Sayed; Wotao Yin (IEEE Trans. Signal Process., 2020)

Adaptation and Learning Over Networks Under Subspace Constraints - Part I: Stability Analysis. - Roula Nassif; Stefan Vlaski; Ali H. Sayed (IEEE Trans. Signal Process., 2020)

Adaptation and Learning Over Networks Under Subspace Constraints - Part II: Performance Analysis. - Roula Nassif; Stefan Vlaski; Ali H. Sayed (IEEE Trans. Signal Process., 2020)

Variance-Reduced Stochastic Learning Under Random Reshuffling. - Bicheng Ying; Kun Yuan 001; Ali H. Sayed (IEEE Trans. Signal Process., 2020)

On the Influence of Bias-Correction on Distributed Stochastic Optimization. - Kun Yuan 001; Sulaiman A. Alghunaim; Bicheng Ying; Ali H. Sayed (IEEE Trans. Signal Process., 2020)

Online Graph Learning from Social Interactions. - Valentina Shumovskaia; Konstantinos Ntemos; Stefan Vlaski; Ali H. Sayed (ACSCC, 2021)

Logical Team Q-learning: An approach towards factored policies in cooperative MARL. - Lucas Cassano; Ali H. Sayed (AISTATS, 2021)

Distributed Meta-Learning with Networked Agents. - Mert Kayaalp; Stefan Vlaski; Ali H. Sayed (EUSIPCO, 2021)

Network Classifiers Based on Social Learning. - Virginia Bordignon; Stefan Vlaski; Vincenzo Matta; Ali H. Sayed (ICASSP, 2021)

Learning Bollobás-Riordan Graphs Under Partial Observability. - Michele Cirillo; Vincenzo Matta; Ali H. Sayed (ICASSP, 2021)

Gramian-Based Adaptive Combination Policies for Diffusion Learning Over Networks. - Y. Efe Erginbas; Stefan Vlaski; Ali H. Sayed (ICASSP, 2021)

Social Learning Under Inferential Attacks. - Konstantinos Ntemos; Virginia Bordignon; Stefan Vlaski; Ali H. Sayed (ICASSP, 2021)

Optimal Importance Sampling for Federated Learning. - Elsa Rizk; Stefan Vlaski; Ali H. Sayed (ICASSP, 2021)

Graph-Homomorphic Perturbations for Private Decentralized Learning. - Stefan Vlaski; Ali H. Sayed (ICASSP, 2021)

A Graph Federated Architecture with Privacy Preserving Learning. - Elsa Rizk; Ali H. Sayed (SPAWC, 2021)

Competing Adaptive Networks. - Stefan Vlaski; Ali H. Sayed (SSP, 2021)

Deception in Social Learning. - Konstantinos Ntemos; Virginia Bordignon; Stefan Vlaski; Ali H. Sayed (CoRR, 2021)

Hidden Markov Modeling over Graphs. - Mert Kayaalp; Virginia Bordignon; Stefan Vlaski; Ali H. Sayed (CoRR, 2021)

Distributed Adaptive Learning Under Communication Constraints. - Marco Carpentiero; Vincenzo Matta; Ali H. Sayed (CoRR, 2021)

Combinations of Adaptive Filters. - Jerónimo Arenas-García; Luis Antonio Azpicueta-Ruiz; Magno T. M. Silva; Vítor H. Nascimento; Ali H. Sayed (CoRR, 2021)

Decentralized Proximal Gradient Algorithms With Linear Convergence Rates. - Sulaiman A. Alghunaim; Ernest K. Ryu; Kun Yuan 001; Ali H. Sayed (IEEE Trans. Autom. Control., 2021)

Multiagent Fully Decentralized Value Function Learning With Linear Convergence Rates. - Lucas Cassano; Kun Yuan 001; Ali H. Sayed (IEEE Trans. Autom. Control., 2021)

Adaptive Social Learning. - Virginia Bordignon; Vincenzo Matta; Ali H. Sayed (IEEE Trans. Inf. Theory, 2021)

Dual Consensus Proximal Algorithm for Multi-Agent Sharing Problems. - Sulaiman A. Alghunaim; Qi Lyu; Ming Yan 006; Ali H. Sayed (IEEE Trans. Signal Process., 2021)

Decision Learning and Adaptation Over Multi-Task Networks. - Stefano Maranò 001; Ali H. Sayed (IEEE Trans. Signal Process., 2021)

Distributed Learning in Non-Convex Environments - Part I: Agreement at a Linear Rate. - Stefan Vlaski; Ali H. Sayed (IEEE Trans. Signal Process., 2021)

Distributed Learning in Non-Convex Environments - Part II: Polynomial Escape From Saddle-Points. - Stefan Vlaski; Ali H. Sayed (IEEE Trans. Signal Process., 2021)

Frequency-Domain Diffusion Adaptation Over Networks. - Sheng Zhang 006; Fenglian Zhang; Hongyang Chen; Ricardo Merched; Ali H. Sayed (IEEE Trans. Signal Process., 2021)

Decentralized Semi-supervised Learning over Multitask Graphs. - Maha Issa; Roula Nassif; Elsa Rizk; Ali H. Sayed (IEEECONF, 2022)

Finite Bit Quantization for Decentralized Learning Under Subspace Constraints. - Roula Nassif; Stefan Vlaski; Marc Antonini; Marco Carpentiero; Vincenzo Matta; Ali H. Sayed (EUSIPCO, 2022)

Social Learning with Disparate Hypotheses. - Konstantinos Ntemos; Virginia Bordignon; Stefan Vlaski; Ali H. Sayed (EUSIPCO, 2022)

Adaptive Diffusion with Compressed Communication. - Marco Carpentiero; Vincenzo Matta; Ali H. Sayed (ICASSP, 2022)

Optimal Combination Policies for Adaptive Social Learning. - Ping Hu; Virginia Bordignon; Stefan Vlaski; Ali H. Sayed (ICASSP, 2022)

Decentralized Learning in the Presence of Low-Rank Noise. - Roula Nassif; Virginia Bordignon; Stefan Vlaski; Ali H. Sayed (ICASSP, 2022)

A Fundamental Limit of Distributed Hypothesis Testing Under Memoryless Quantization. - Yunus Inan; Mert Kayaalp; Ali H. Sayed; Emre Telatar (ICC, 2022)

Social Learning under Randomized Collaborations. - Yunus Inan; Mert Kayaalp; Emre Telatar; Ali H. Sayed (ISIT, 2022)

Decentralized GAN Training Through Diffusion Learning. - Zhuoyue Wang; Flávio R. M. Pavan; Ali H. Sayed (MLSP, 2022)

Random Information Sharing over Social Networks. - Mert Kayaalp; Virginia Bordignon; Ali H. Sayed (CoRR, 2022)

Dencentralized learning in the presence of low-rank noise. - Roula Nassif; Virginia Bordignon; Stefan Vlaski; Ali H. Sayed (CoRR, 2022)

Networked Signal and Information Processing. - Stefan Vlaski; Soummya Kar; Ali H. Sayed; José M. F. Moura (CoRR, 2022)

Discovering Influencers in Opinion Formation over Social Graphs. - Valentina Shumovskaia; Mert Kayaalp; Mert Cemri; Ali H. Sayed (CoRR, 2022)

Distributed Bayesian Learning of Dynamic States. - Mert Kayaalp; Virginia Bordignon; Stefan Vlaski; Vincenzo Matta; Ali H. Sayed (CoRR, 2022)

Decision-making algorithms for learning and adaptation with application to COVID-19 data. - Stefano Maranò 001; Ali H. Sayed (Signal Process., 2022)

2021 IEEE Signal Processing Society General Election Results for President-Elect, Members-at-Large, and Regional Directors-at-Large [Society News]. - Ali H. Sayed (IEEE Signal Process. Mag., 2022)

Second-Order Guarantees of Stochastic Gradient Descent in Nonconvex Optimization. - Stefan Vlaski; Ali H. Sayed (IEEE Trans. Autom. Control., 2022)

Regularized Diffusion Adaptation via Conjugate Smoothing. - Stefan Vlaski; Lieven Vandenberghe; Ali H. Sayed (IEEE Trans. Autom. Control., 2022)

Explainability and Graph Learning From Social Interactions. - Valentina Shumovskaia; Konstantinos Ntemos; Stefan Vlaski; Ali H. Sayed (IEEE Trans. Signal Inf. Process. over Networks, 2022)

Federated Learning Under Importance Sampling. - Elsa Rizk; Stefan Vlaski; Ali H. Sayed (IEEE Trans. Signal Process., 2022)

Social Learning with Non-Bayesian Local Updates. - Virginia Bordignon; Mert Kayaalp; Vincenzo Matta; Ali H. Sayed (EUSIPCO, 2023)

Multi-Agent Adversarial Training Using Diffusion Learning. - Ying Cao; Elsa Rizk; Stefan Vlaski; Ali H. Sayed (ICASSP, 2023)

Compressed Distributed Regression over Adaptive Networks. - Marco Carpentiero; Vincenzo Matta; Ali H. Sayed (ICASSP, 2023)

Asynchronous Social Learning. - Mert Cemri; Virginia Bordignon; Mert Kayaalp; Valentina Shumovskaia; Ali H. Sayed (ICASSP, 2023)

The Role of Memory in Social Learning When Sharing Partial Opinions. - Michele Cirillo; Virginia Bordignon; Vincenzo Matta; Ali H. Sayed (ICASSP, 2023)

Learning Dynamic Graphs under Partial Observability. - Michele Cirillo; Vincenzo Matta; Ali H. Sayed (ICASSP, 2023)

Performance of Social Machine Learning Under Limited Data. - Ping Hu; Virginia Bordignon; Mert Kayaalp; Ali H. Sayed (ICASSP, 2023)

Local Graph-Homomorphic Processing for Privatized Distributed Systems. - Elsa Rizk; Stefan Vlaski; Ali H. Sayed (ICASSP, 2023)

Identifying Opinion Influencers over Social Networks. - Valentina Shumovskaia; Mert Kayaalp; Ali H. Sayed (ICASSP, 2023)

On the Fusion Strategies for Federated Decision Making. - Mert Kayaalp; Yunus Inan; Visa Koivunen; Emre Telatar; Ali H. Sayed (SSP, 2023)

Policy Evaluation in Decentralized POMDPs with Belief Sharing. - Mert Kayaalp; Fatima Ghadieh; Ali H. Sayed (CoRR, 2023)

Graph Exploration for Effective Multi-agent Q-Learning. - Ainur Zhaikhan; Ali H. Sayed (CoRR, 2023)

Causal Influences over Social Learning Networks. - Mert Kayaalp; Ali H. Sayed (CoRR, 2023)

Memory-Aware Social Learning Under Partial Information Sharing. - Michele Cirillo; Virginia Bordignon; Vincenzo Matta; Ali H. Sayed (IEEE Trans. Signal Process., 2023)

Diffusion Bayesian Decorrelation Algorithms Over Networks. - Fuyi Huang; Sheng Zhang 006; Jiashu Zhang; Hongyang Chen; Ali H. Sayed (IEEE Trans. Signal Process., 2023)

Quantization for Decentralized Learning Under Subspace Constraints. - Roula Nassif; Stefan Vlaski; Marco Carpentiero; Vincenzo Matta; Marc Antonini; Ali H. Sayed (IEEE Trans. Signal Process., 2023)

Enforcing Privacy in Distributed Learning With Performance Guarantees. - Elsa Rizk; Stefan Vlaski; Ali H. Sayed (IEEE Trans. Signal Process., 2023)

Design of a Tap-Amplitude-Based Block Proportional Adaptive Filtering Algorithm. - Sheng Zhang 006; Hongyang Chen; Ali H. Sayed (IEEE Trans. Signal Process., 2023)

Estimating the Topology of Preferential Attachment Graphs Under Partial Observability. - Michele Cirillo; Vincenzo Matta; Ali H. Sayed (IEEE Trans. Inf. Theory, 2023)

Partial Information Sharing Over Social Learning Networks. - Virginia Bordignon; Vincenzo Matta; Ali H. Sayed (IEEE Trans. Inf. Theory, 2023)

Learning From Heterogeneous Data Based on Social Interactions Over Graphs. - Virginia Bordignon; Stefan Vlaski; Vincenzo Matta; Ali H. Sayed (IEEE Trans. Inf. Theory, 2023)

Networked Signal and Information Processing: Learning by multiagent systems. - Stefan Vlaski; Soummya Kar; Ali H. Sayed; José M. F. Moura (IEEE Signal Process. Mag., 2023)

Self-Aware Social Learning Over Graphs. - Konstantinos Ntemos; Virginia Bordignon; Stefan Vlaski; Ali H. Sayed (IEEE Trans. Inf. Theory, 2023)

Optimal Aggregation Strategies for Social Learning Over Graphs. - Ping Hu; Virginia Bordignon; Stefan Vlaski; Ali H. Sayed (IEEE Trans. Inf. Theory, 2023)

Privatized graph federated learning. - Elsa Rizk; Stefan Vlaski; Ali H. Sayed (EURASIP J. Adv. Signal Process., 2023)

Adaptive Social Learning for Tracking Rare Transition Markov Chains. - Malek Khammassi; Virginia Bordignon; Vincenzo Matta; Ali H. Sayed (EUSIPCO, 2024)

Diffusion Optimistic Learning for Min-Max Optimization. - H. Cai; Sulaiman A. Alghunaim; Ali H. Sayed (ICASSP, 2024)

Social Learning with Adaptive Models. - Marco Carpentiero; Virginia Bordignon; Vincenzo Matta; Ali H. Sayed (ICASSP, 2024)

Asynchronous Diffusion Learning with Agent Subsampling and Local Updates. - Elsa Rizk; Kun Yuan 001; Ali H. Sayed (ICASSP, 2024)

Distributed Decision-Making for Community Structured Networks. - Valentina Shumovskaia; Mert Kayaalp; Ali H. Sayed (ICASSP, 2024)

Differential Error Feedback for Communication-Efficient Decentralized Optimization. - Roula Nassif; Stefan Vlaski; Marco Carpentiero; Vincenzo Matta; Ali H. Sayed (SAM, 2024)

Causal Impact Analysis for Asynchronous Decision Making. - Mert Kayaalp; Yunus Inan; Visa Koivunen; Ali H. Sayed (ISIT, 2024)

Decentralized Fusion of Experts Over Networks. - Marco Carpentiero; Vincenzo Matta; Stefan Vlaski; Ali H. Sayed (MLSP, 2024)

Matching centralized learning performance via compressed decentralized learning with error feedback. - Roula Nassif; Marco Carpentiero; Stefan Vlaski; Vincenzo Matta; Ali H. Sayed (SPAWC, 2024)

Accelerated Stochastic Min-Max Optimization Based on Bias-corrected Momentum. - Haoyuan Cai; Sulaiman A. Alghunaim; Ali H. Sayed (CoRR, 2024)

On the Trade-off between Flatness and Optimization in Distributed Learning. - Ying Cao; Zhaoxian Wu; Kun Yuan 001; Ali H. Sayed (CoRR, 2024)

Multi-agent Off-policy Actor-Critic Reinforcement Learning for Partially Observable Environments. - Ainur Zhaikhan; Ali H. Sayed (CoRR, 2024)

Detection of Malicious Agents in Social Learning. - Valentina Shumovskaia; Mert Kayaalp; Ali H. Sayed (IEEE Signal Process. Lett., 2024)

Compressed Regression Over Adaptive Networks. - Marco Carpentiero; Vincenzo Matta; Ali H. Sayed (IEEE Trans. Signal Inf. Process. over Networks, 2024)

Social Opinion Formation and Decision Making Under Communication Trends. - Mert Kayaalp; Virginia Bordignon; Ali H. Sayed (IEEE Trans. Signal Process., 2024)

Causal Influence in Federated Edge Inference. - Mert Kayaalp; Yunus Inan; Visa Koivunen; Ali H. Sayed (IEEE Trans. Signal Process., 2024)

Diffusion Moving-Average Adaptation Over Networks. - Yishu Peng; Sheng Zhang 006; Zhengchun Zhou; Hongyang Chen; Ali H. Sayed (IEEE Trans. Signal Process., 2024)

Social Learning in Community Structured Graphs. - Valentina Shumovskaia; Mert Kayaalp; Ali H. Sayed (IEEE Trans. Signal Process., 2024)

On the Arithmetic and Geometric Fusion of Beliefs for Distributed Inference. - Mert Kayaalp; Yunus Inan; Emre Telatar; Ali H. Sayed (IEEE Trans. Autom. Control., 2024)

Socially Intelligent Networks: A framework for decision making over graphs. - Virginia Bordignon; Vincenzo Matta; Ali H. Sayed (IEEE Signal Process. Mag., 2024)

Optimal Combination Policies for Error Exponent Maximization in Social Learning. - Ping Hu; Mert Kayaalp; Ali H. Sayed (ICASSP, 2025)

Fundamental Social Learning Scaling Law for Tracking Hidden Markov Models. - Malek Khammassi; Virginia Bordignon; Vincenzo Matta; Ali H. Sayed (ICASSP, 2025)

Multi-Agent Reinforcement Learning in Partially Observable Environments Using Social Learning. - Ainur Zhaikhan; Ali H. Sayed (ICASSP, 2025)

Diffusion Learning Over Adaptive Competing Networks. - Yike Zhao; Haoyuan Cai; Ali H. Sayed (ICASSP, 2025)

Social Learning with Dependent Agents. - Felice Scala; Marco Carpentiero; Vincenzo Matta; Ali H. Sayed (DSP, 2025)

Non-asymptotic performance of social machine learning under limited data. - Ping Hu; Virginia Bordignon; Mert Kayaalp; Ali H. Sayed (Signal Process., 2025)

Masked Diffusion Strategy for Privacy-Preserving Distributed Learning. - Hongyu Han; Sheng Zhang 006; Hongyang Chen; Ali H. Sayed (IEEE Trans. Inf. Forensics Secur., 2025)

Diffusion Stochastic Optimization for Min-Max Problems. - Haoyuan Cai; Sulaiman A. Alghunaim; Ali H. Sayed (IEEE Trans. Signal Process., 2025)

Differential Error Feedback for Communication-Efficient Decentralized Learning. - Roula Nassif; Stefan Vlaski; Marco Carpentiero; Vincenzo Matta; Ali H. Sayed (IEEE Trans. Signal Process., 2025)

Graph Exploration for Effective Multiagent Q-Learning. - Ainur Zhaikhan; Ali H. Sayed (IEEE Trans. Neural Networks Learn. Syst., 2025)

Doubly Adaptive Social Learning. - Marco Carpentiero; Virginia Bordignon; Vincenzo Matta; Ali H. Sayed (CoRR, 2025)

Diffusion Stochastic Learning Over Adaptive Competing Networks. - Yike Zhao; Haoyuan Cai; Ali H. Sayed (CoRR, 2025)

Diffusion Learning with Partial Agent Participation and Local Updates. - Elsa Rizk; Kun Yuan; Ali H. Sayed (CoRR, 2025)

Decentralized Adversarial Training Over Graphs. - Ying Cao; Elsa Rizk; Stefan Vlaski; Ali H. Sayed (IEEE Trans. Inf. Theory, 2025)

Policy Optimization in Multi-Agent Settings under Partially Observable Environments. - Ainur Zhaikhan; Malek Khammassi; Ali H. Sayed (CoRR, 2025)