Yonina C. Eldar

According to our database1, Yonina C. Eldar authored at least 379 papers between 2000 and 2019.

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Awards

IEEE Fellow

IEEE Fellow 2013, "For contributions to compressed sampling, generalized sampling, and convex optimization".

Timeline

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Bibliography

2019
Asymptotic Task-Based Quantization With Application to Massive MIMO.
IEEE Trans. Signal Processing, 2019

Optimal Number of Measurements in a Linear System With Quadratically Decreasing SNR.
IEEE Trans. Signal Processing, 2019

A Family of Hybrid Analog-Digital Beamforming Methods for Massive MIMO Systems.
IEEE Trans. Signal Processing, 2019

Sampling and Super Resolution of Sparse Signals Beyond the Fourier Domain.
IEEE Trans. Signal Processing, 2019

On the Sample Complexity of Multichannel Frequency Estimation via Convex Optimization.
IEEE Trans. Information Theory, 2019

The Distortion-Rate Function of Sampled Wiener Processes.
IEEE Trans. Information Theory, 2019

On the Spectral Efficiency of Noncooperative Uplink Massive MIMO Systems.
IEEE Trans. Communications, 2019

An Industry and Government Perspective on Challenges and Open Problems in Signal Processing [SP Forum].
IEEE Signal Process. Mag., 2019

TenDSuR: Tensor-Based 4D Sub-Nyquist Radar.
IEEE Signal Process. Lett., 2019

SPARCOM: Sparsity Based Super-resolution Correlation Microscopy.
SIAM J. Imaging Sciences, 2019

Community Inference from Graph Signals with Hidden Nodes.
Proceedings of the IEEE International Conference on Acoustics, 2019

Magnetic Resonance Fingerprinting Using a Residual Convolutional Neural Network.
Proceedings of the IEEE International Conference on Acoustics, 2019

Super-resolution Using Flow Estimation in Contrast Enhanced Ultrasound Imaging.
Proceedings of the IEEE International Conference on Acoustics, 2019

Deep Learning for Super-resolution Vascular Ultrasound Imaging.
Proceedings of the IEEE International Conference on Acoustics, 2019

Deep Quantization for MIMO Channel Estimation.
Proceedings of the IEEE International Conference on Acoustics, 2019

Task-Based Quantization for Massive MIMO Channel Estimation.
Proceedings of the IEEE International Conference on Acoustics, 2019

Spectral Efficiency of Noncooperative Uplink Massive MIMO Systems with Joint Decoding.
Proceedings of the IEEE International Conference on Acoustics, 2019

Dynamic Metasurfaces for Massive MIMO Networks.
Proceedings of the IEEE International Conference on Acoustics, 2019

Coordinated Pilot Design for Massive MIMO.
Proceedings of the IEEE International Conference on Acoustics, 2019

Deep Learning for Fast Adaptive Beamforming.
Proceedings of the IEEE International Conference on Acoustics, 2019

An Algorithm Unrolling Approach to Deep Image Deblurring.
Proceedings of the IEEE International Conference on Acoustics, 2019

Deep Signal Recovery with One-bit Quantization.
Proceedings of the IEEE International Conference on Acoustics, 2019

Deep Convolutional Robust PCA with Application to Ultrasound Imaging.
Proceedings of the IEEE International Conference on Acoustics, 2019

Sparse Fractal Array Design with Increased Degrees of Freedom.
Proceedings of the IEEE International Conference on Acoustics, 2019

Sparse Recovery over Nonlinear Dictionaries.
Proceedings of the IEEE International Conference on Acoustics, 2019

Parallel Coordinate Descent Algorithms for Sparse Phase Retrieval.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Measurement Matrix Design for Phase Retrieval Based on Mutual Information.
IEEE Trans. Signal Processing, 2018

On Fienup Methods for Sparse Phase Retrieval.
IEEE Trans. Signal Processing, 2018

Analysis of Frequency Agile Radar via Compressed Sensing.
IEEE Trans. Signal Processing, 2018

Tradeoffs Between Convergence Speed and Reconstruction Accuracy in Inverse Problems.
IEEE Trans. Signal Processing, 2018

SUMMeR: Sub-Nyquist MIMO Radar.
IEEE Trans. Signal Processing, 2018

Solving Systems of Random Quadratic Equations via Truncated Amplitude Flow.
IEEE Trans. Information Theory, 2018

The Distortion Rate Function of Cyclostationary Gaussian Processes.
IEEE Trans. Information Theory, 2018

Fundamental Distortion Limits of Analog-to-Digital Compression.
IEEE Trans. Information Theory, 2018

Non-Convex Phase Retrieval From STFT Measurements.
IEEE Trans. Information Theory, 2018

Spectrum Sharing Radar: Coexistence via Xampling.
IEEE Trans. Aerospace and Electronic Systems, 2018

Analog-to-Digital Compression: A New Paradigm for Converting Signals to Bits.
IEEE Signal Process. Mag., 2018

Analog-to-Digital Cognitive Radio: Sampling, Detection, and Hardware.
IEEE Signal Process. Mag., 2018

Sub-Nyquist Radar Systems: Temporal, Spectral, and Spatial Compression.
IEEE Signal Process. Mag., 2018

Subspace Estimation From Incomplete Observations: A High-Dimensional Analysis.
J. Sel. Topics Signal Processing, 2018

Introduction to the Issue on Information-Theoretic Methods in Data Acquisition, Analysis, and Processing.
J. Sel. Topics Signal Processing, 2018

Optimizing Pilots and Analog Processing for Channel Estimation in Cell-Free Massive MIMO with One-Bit ADCs.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Single Letter Formulas for Quantized Compressed Sensing with Gaussian Codebooks.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

On MIMO Channel Capacity with Output Quantization Constraints.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Coupled Dictionary Learning for Multi-Contrast MRI Reconstruction.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Average Case Analysis of Compressive Multichannel Frequency Estimation Using Atomic Norm Minimization.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Total Variation Iterative Linear Expansion of Thresholds with Applications in CT.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

The Nystrom Extension for Signals Defined on a Graph.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

The Learned Inexact Project Gradient Descent Algorithm.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Optimized Sparse Array Design Based on the Sum Coarray.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Graph Sampling with and Without Input Priors.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Strong Duality of Sparse Functional Optimization.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Recovering Signals from their FROG Trace.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Blind Detection for Ambient Backscatter Communication System with Multiple-Antenna tags.
Proceedings of the IEEE Global Communications Conference, 2018

Implications and methods for co-existing automotive radar and communication systems.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017
Low-Rank Phase Retrieval.
IEEE Trans. Signal Processing, 2017

CaSCADE: Compressed Carrier and DOA Estimation.
IEEE Trans. Signal Processing, 2017

On the 2D Phase Retrieval Problem.
IEEE Trans. Signal Processing, 2017

Sub-Nyquist Cyclostationary Detection for Cognitive Radio.
IEEE Trans. Signal Processing, 2017

The SPURS Algorithm for Resampling an Irregularly Sampled Signal onto a Cartesian Grid.
IEEE Trans. Med. Imaging, 2017

Fast Vascular Ultrasound Imaging With Enhanced Spatial Resolution and Background Rejection.
IEEE Trans. Med. Imaging, 2017

On the Minimax Capacity Loss Under Sub-Nyquist Universal Sampling.
IEEE Trans. Information Theory, 2017

Sub-Nyquist SAR via Fourier Domain Range-Doppler Processing.
IEEE Trans. Geoscience and Remote Sensing, 2017

Challenges and Open Problems in Signal Processing: Panel Discussion Summary from ICASSP 2017 [Panel and Forum].
IEEE Signal Process. Mag., 2017

On the Uniqueness of FROG Methods.
IEEE Signal Process. Lett., 2017

A Mixer Front End for a Four-Channel Modulated Wideband Converter With 62-dB Blocker Rejection.
J. Solid-State Circuits, 2017

Spectrum Sharing Solution for Automotive Radar.
Proceedings of the 85th IEEE Vehicular Technology Conference, 2017

Pilot contamination mitigation with reduced RF chains.
Proceedings of the 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2017

Convolutional Phase Retrieval.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

A general framework for MIMO receivers with low-resolution quantization.
Proceedings of the 2017 IEEE Information Theory Workshop, 2017

Using mutual information for designing the measurement matrix in phase retrieval problems.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Fundamental estimation limits in autoregressive processes with compressive measurements.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Compressed sensing under optimal quantization.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Pseudo-polar reconstruction for tomography.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Sparse emission pattern in spectral blood Doppler.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Online dictionary learning aided target recognition in cognitive GPR.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Sparsity based super-resolution optical imaging using correlation information.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Rate-distortion trade-offs in acquisition of signal parameters.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Estimation in autoregressive processes with partial observations.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Low rank phase retrieval.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Performance of time delay estimation in a cognitive radar.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Xampling-enabled coexistence in spectrally crowded environments.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Compressed cyclostationary detection for Cognitive Radio.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Sub-Nyquist pulse Doppler MIMO radar.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Phase retrieval from STFT measurements via non-convex optimization.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Optimal number of measurements for compressed sensing with quadratically decreasing SNR.
Proceedings of the 25th European Signal Processing Conference, 2017

PEAR: PEriodic and ApeRiodic signal separation for fast FMRI.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
DOLPHIn - Dictionary Learning for Phase Retrieval.
IEEE Trans. Signal Processing, 2016

Phase Retrieval from 1D Fourier Measurements: Convexity, Uniqueness, and Algorithms.
IEEE Trans. Signal Processing, 2016

Distortion Rate Function of Sub-Nyquist Sampled Gaussian Sources.
IEEE Trans. Information Theory, 2016

On the Minimax Risk of Dictionary Learning.
IEEE Trans. Information Theory, 2016

Recent Advances in Phase Retrieval [Lecture Notes].
IEEE Signal Process. Mag., 2016

STFT Phase Retrieval: Uniqueness Guarantees and Recovery Algorithms.
J. Sel. Topics Signal Processing, 2016

Subspace Learning with Partial Information.
J. Mach. Learn. Res., 2016

Low rank matrix recovery from column-wise phaseless measurements.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

Spatially resolved sub-Nyquist sensing of multiband signals with arbitrary antenna arrays.
Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016

Information rates of sampled Wiener processes.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Sparse Nonlinear Regression: Parameter Estimation under Nonconvexity.
Proceedings of the 33nd International Conference on Machine Learning, 2016

Dictionary learning from phaseless measurements.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Reference-based compressed sensing: A sample complexity approach.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Coded excitation ultrasound: Efficient implementation via frequency domain processing.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Detection with phaseless measurements.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Phaseless super-resolution using masks.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

On convexity and identifiability in 1-D Fourier phase retrieval.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Carrier frequency and bandwidth estimation of cyclostationary multiband signals.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Fast alternating projected gradient descent algorithms for recovering spectrally sparse signals.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

A swiss army knife for finite rate of innovation sampling theory.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

SIGIBE: Solving random bilinear equations via gradient descent with spectral initialization.
Proceedings of the 24th European Signal Processing Conference, 2016

Low rank magnetic resonance fingerprinting.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Power-Efficient Cameras Using Natural Image Statistics.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

System identification from partial samples: Non-asymptotic analysis.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015
Subspace Recovery From Structured Union of Subspaces.
IEEE Trans. Information Theory, 2015

Simultaneously Structured Models With Application to Sparse and Low-Rank Matrices.
IEEE Trans. Information Theory, 2015

Backing Off From Infinity: Performance Bounds via Concentration of Spectral Measure for Random MIMO Channels.
IEEE Trans. Information Theory, 2015

Undersampled Phase Retrieval With Outliers.
IEEE Trans. Computational Imaging, 2015

Phase Retrieval with Application to Optical Imaging: A contemporary overview.
IEEE Signal Process. Mag., 2015

The Viterbi Algorithm for Subset Selection.
IEEE Signal Process. Lett., 2015

Non-Coherent Direction of Arrival Estimation from Magnitude-Only Measurements.
IEEE Signal Process. Lett., 2015

Sparse Phase Retrieval from Short-Time Fourier Measurements.
IEEE Signal Process. Lett., 2015

Clutter Removal in Sub-Nyquist Radar.
IEEE Signal Process. Lett., 2015

Recovery of Sparse Positive Signals on the Sphere from Low Resolution Measurements.
IEEE Signal Process. Lett., 2015

Phase Retrieval via Matrix Completion.
SIAM Review, 2015

Joint spectrum sensing and direction of arrival recovery from sub-Nyquist samples.
Proceedings of the 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2015

Distributed cooperative spectrum sensing from sub-Nyquist samples for Cognitive Radios.
Proceedings of the 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2015

Sub-Nyquist sampling achieves optimal rate-distortion.
Proceedings of the 2015 IEEE Information Theory Workshop, 2015

Phase retrieval with masks using convex optimization.
Proceedings of the IEEE International Symposium on Information Theory, 2015

Centralized cooperative spectrum sensing from sub-Nyquist samples for Cognitive Radios.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Mixer-based subarray beamforming for sub-Nyquist sampling ultrasound architectures.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Recovering signals from the Short-Time Fourier Transform magnitude.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Modified distributed iterative hard thresholding.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Universal lower bounds on sampling rates for covariance estimation.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Exploiting FRI signal structure for sub-Nyquist sampling and processing in medical ultrasound.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Super-resolution in Phase Space.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Uniform Linear Array Based Spectrum Sensing from Sub-Nyquist Samples.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Sampling FRI signals with the SOS kernel: Bounds and optimal kernel.
Proceedings of the 23rd European Signal Processing Conference, 2015

Fast reference based MRI.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Optimal trade-off between sampling rate and quantization precision in A/D conversion.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014
Direction of Arrival Estimation Using Co-Prime Arrays: A Super Resolution Viewpoint.
IEEE Trans. Signal Processing, 2014

Smoothing and Decomposition for Analysis Sparse Recovery.
IEEE Trans. Signal Processing, 2014

GESPAR: Efficient Phase Retrieval of Sparse Signals.
IEEE Trans. Signal Processing, 2014

Spatial Compressive Sensing for MIMO Radar.
IEEE Trans. Signal Processing, 2014

Distributed Compressed Sensing for Static and Time-Varying Networks.
IEEE Trans. Signal Processing, 2014

Sub-Nyquist Sampling for Power Spectrum Sensing in Cognitive Radios: A Unified Approach.
IEEE Trans. Signal Processing, 2014

Sub-Nyquist Radar via Doppler Focusing.
IEEE Trans. Signal Processing, 2014

Minimum Variance Estimation of a Sparse Vector Within the Linear Gaussian Model: An RKHS Approach.
IEEE Trans. Information Theory, 2014

Channel Capacity Under Sub-Nyquist Nonuniform Sampling.
IEEE Trans. Information Theory, 2014

Sub-Nyquist radar prototype: Hardware and algorithm.
IEEE Trans. Aerospace and Electronic Systems, 2014

Low-rate identification of memory polynomials.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Continuous sparse recovery for direction of arrival estimation with co-prime arrays.
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

Phase retrieval of sparse signals using optimization transfer and ADMM.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Sub-Nyquist sampling of OFDM signals for cognitive radios.
Proceedings of the IEEE International Conference on Acoustics, 2014

On conditions for uniqueness in sparse phase retrieval.
Proceedings of the IEEE International Conference on Acoustics, 2014

Channel estimation in UWB channels using compressed sensing.
Proceedings of the IEEE International Conference on Acoustics, 2014

An algorithm for exact super-resolution and phase retrieval.
Proceedings of the IEEE International Conference on Acoustics, 2014

Compressed 3D ultrasound imaging with 2D arrays.
Proceedings of the IEEE International Conference on Acoustics, 2014

Hardware calibration of the modulated wideband converter.
Proceedings of the IEEE Global Communications Conference, 2014

Cyclic spectrum reconstruction from sub-Nyquist samples.
Proceedings of the IEEE Global Communications Conference, 2014

Distributed approximate message passing for sparse signal recovery.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Identification of power line outages.
Proceedings of the 22nd European Signal Processing Conference, 2014

Performance limits of dictionary learning for sparse coding.
Proceedings of the 22nd European Signal Processing Conference, 2014

Covalsa: Covariance estimation from compressive measurements using alternating minimization.
Proceedings of the 22nd European Signal Processing Conference, 2014

Cramér-Rao Bound for finite streams of pulses.
Proceedings of the 22nd European Signal Processing Conference, 2014

Exploiting similarity in adjacent slices for compressed sensing MRI.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Gaussian distortion-rate function under sub-nyquist nonuniform sampling.
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013
Robust Downlink Beamforming With Partial Channel State Information for Conventional and Cognitive Radio Networks.
IEEE Trans. Signal Processing, 2013

Compressive Link Acquisition in Multiuser Communications.
IEEE Trans. Signal Processing, 2013

PETRELS: Parallel Subspace Estimation and Tracking by Recursive Least Squares From Partial Observations.
IEEE Trans. Signal Processing, 2013

Shannon Meets Nyquist: Capacity of Sampled Gaussian Channels.
IEEE Trans. Information Theory, 2013

Sparsity Constrained Nonlinear Optimization: Optimality Conditions and Algorithms.
SIAM Journal on Optimization, 2013

Phase Retrieval via Matrix Completion.
SIAM J. Imaging Sciences, 2013

Real-time change detection of steady-state evoked potentials.
Biological Cybernetics, 2013

Cyclic spectrum reconstruction and cyclostationary detection from sub-Nyquist samples.
Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013

Minimax universal sampling for compound multiband channels.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Maximum likelihood estimation under partial sparsity constraints.
Proceedings of the IEEE International Conference on Acoustics, 2013

Conditions for target recovery in spatial compressive sensing for MIMO radar.
Proceedings of the IEEE International Conference on Acoustics, 2013

Distributed sparse signal recovery for sensor networks.
Proceedings of the IEEE International Conference on Acoustics, 2013

Compressive shift retrieval.
Proceedings of the IEEE International Conference on Acoustics, 2013

Fourier domain beamforming for medical ultrasound.
Proceedings of the IEEE International Conference on Acoustics, 2013

Sparse signal recovery from nonlinear measurements.
Proceedings of the IEEE International Conference on Acoustics, 2013

A Doppler focusing approach for sub-Nyquist radar.
Proceedings of the IEEE International Conference on Acoustics, 2013

Distributed compressed sensing in dynamic networks.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Sub-Nyquist medical ultrasound imaging: En route to cloud processing.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Sub-Nyquist power spectrum reconstruction and support detection for cognitive radios.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Nonlinear compressed sensing with application to phase retrieval.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Sparsity based super-resolution in optical measurements.
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

Cyclostationary detection from sub-Nyquist samples for Cognitive Radios: Model reconciliation.
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

Distortion rate function of sub-Nyquist sampled Gaussian sources corrupted by noise.
Proceedings of the 51st Annual Allerton Conference on Communication, 2013

2012
Dictionary Optimization for Block-Sparse Representations.
IEEE Trans. Signal Processing, 2012

Compressed Beamforming in Ultrasound Imaging.
IEEE Trans. Signal Processing, 2012

Exploiting Statistical Dependencies in Sparse Representations for Signal Recovery.
IEEE Trans. Signal Processing, 2012

Partially Linear Estimation With Application to Sparse Signal Recovery From Measurement Pairs.
IEEE Trans. Signal Processing, 2012

Xampling at the Rate of Innovation.
IEEE Trans. Signal Processing, 2012

Rank Awareness in Joint Sparse Recovery.
IEEE Trans. Information Theory, 2012

Performance Bounds and Design Criteria for Estimating Finite Rate of Innovation Signals.
IEEE Trans. Information Theory, 2012

GPS signal acquisition via compressive multichannel sampling.
Physical Communication, 2012

Channel capacity under general nonuniform sampling.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Compressed beamforming applied to B-mode ultrasound imaging.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Reduced-dimension multiuser detection.
Proceedings of IEEE International Conference on Communications, 2012

Compressed beamforming with applications to ultrasound imaging.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Analog compressed sensing for RF propagation channel sounding.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Semi-supervised multi-domain regression with distinct training sets.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Optimization-based recovery from rate of innovation samples.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Optimal sampling structure for asynchronous multi-access channels.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

PETRELS: Subspace estimation and tracking from partial observations.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Towards an integrated circuit design of a compressed sampling wireless receiver.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Partially Linear Estimation with Application to Image Deblurring Using Blurred/Noisy Image Pairs.
Proceedings of the Latent Variable Analysis and Signal Separation, 2012

Spatial compressive sensing in MIMO radar with random arrays.
Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012

Compressive sensing with unknown parameters.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

Sampling at the rate of innovation: theory and applications.
Proceedings of the Compressed Sensing, 2012

Xampling: compressed sensing of analog signals.
Proceedings of the Compressed Sensing, 2012

Introduction to compressed sensing.
Proceedings of the Compressed Sensing, 2012

2011
Sensing Matrix Optimization for Block-Sparse Decoding.
IEEE Trans. Signal Processing, 2011

Innovation Rate Sampling of Pulse Streams With Application to Ultrasound Imaging.
IEEE Trans. Signal Processing, 2011

C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework.
IEEE Trans. Signal Processing, 2011

Xampling: Signal Acquisition and Processing in Union of Subspaces.
IEEE Trans. Signal Processing, 2011

U-Invariant Sampling: Extrapolation and Causal Interpolation From Generalized Samples.
IEEE Trans. Signal Processing, 2011

Hidden Relationships: Bayesian Estimation With Partial Knowledge.
IEEE Trans. Signal Processing, 2011

Multichannel Sampling of Pulse Streams at the Rate of Innovation.
IEEE Trans. Signal Processing, 2011

Structured Compressed Sensing: From Theory to Applications.
IEEE Trans. Signal Processing, 2011

Identification of Parametric Underspread Linear Systems and Super-Resolution Radar.
IEEE Trans. Signal Processing, 2011

Unbiased Estimation of a Sparse Vector in White Gaussian Noise.
IEEE Trans. Information Theory, 2011

Blind Compressed Sensing.
IEEE Trans. Information Theory, 2011

Sub-Nyquist Sampling.
IEEE Signal Process. Mag., 2011

Wideband Spectrum Sensing at Sub-Nyquist Rates [Applications Corner].
IEEE Signal Process. Mag., 2011

Noise Folding in Compressed Sensing.
IEEE Signal Process. Lett., 2011

Acceleration of randomized Kaczmarz method via the Johnson-Lindenstrauss Lemma.
Numerical Algorithms, 2011

Near-Oracle Performance of Greedy Block-Sparse Estimation Techniques From Noisy Measurements.
J. Sel. Topics Signal Processing, 2011

Xampling: Analog to digital at sub-Nyquist rates.
IET Circuits, Devices & Systems, 2011

Sparse Representations and Efficient Sensing of Data (Dagstuhl Seminar 11051).
Dagstuhl Reports, 2011

Fluxomers: a new approach for 13C metabolic flux analysis.
BMC Systems Biology, 2011

Approaching the capacity of sampled analog channels.
Proceedings of the 2011 IEEE Information Theory Workshop, 2011

Generic sensing hardware and real-time reconstruction for structured analog signals.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Live demonstration: MWC for real-time application.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Signal recovery in shift-invariant spaces from partial frequency data.
Proceedings of the IEEE International Conference on Acoustics, 2011

Causal signal recovery from U-invariant samples.
Proceedings of the IEEE International Conference on Acoustics, 2011

Sub-Nyquist sampling of short pulses.
Proceedings of the IEEE International Conference on Acoustics, 2011

Denoising of image patches via sparse representations with learned statistical dependencies.
Proceedings of the IEEE International Conference on Acoustics, 2011

Shannon meets Nyquist: Capacity limits of sampled analog channels.
Proceedings of the IEEE International Conference on Acoustics, 2011

On the identification of parametric underspread linear systems.
Proceedings of the IEEE International Conference on Acoustics, 2011

Cyclostationary feature detection from sub-Nyquist samples.
Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011

Shannon meets Nyquist: The interplay between capacity and sampling.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011

Global methods for compressive sensing in MIMO radar with distributed sensors.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010
Covariance estimation in decomposable Gaussian graphical models.
IEEE Trans. Signal Processing, 2010

Noninvertible gabor transforms.
IEEE Trans. Signal Processing, 2010

Time-delay estimation from low-rate samples: a union of subspaces approach.
IEEE Trans. Signal Processing, 2010

Recovering signals from lowpass data.
IEEE Trans. Signal Processing, 2010

Block-sparse signals: uncertainty relations and efficient recovery.
IEEE Trans. Signal Processing, 2010

Shrinkage algorithms for MMSE covariance estimation.
IEEE Trans. Signal Processing, 2010

Coherence-based performance guarantees for estimating a sparse vector under random noise.
IEEE Trans. Signal Processing, 2010

The Cramér-Rao bound for estimating a sparse parameter vector.
IEEE Trans. Signal Processing, 2010

Average case analysis of multichannel sparse recovery using convex relaxation.
IEEE Trans. Information Theory, 2010

Nonlinear and Nonideal Sampling Revisited.
IEEE Signal Process. Lett., 2010

Structured Total Maximum Likelihood: An Alternative to Structured Total Least Squares.
SIAM J. Matrix Analysis Applications, 2010

From Theory to Practice: Sub-Nyquist Sampling of Sparse Wideband Analog Signals.
J. Sel. Topics Signal Processing, 2010

Introduction to the Issue on Compressive Sensing.
J. Sel. Topics Signal Processing, 2010

Sub-Nyquist processing with the modulated wideband converter.
Proceedings of the IEEE International Conference on Acoustics, 2010

A minimax approach to Bayesian estimation with partial knowledge of the observation model.
Proceedings of the IEEE International Conference on Acoustics, 2010

On unbiased estimation of sparse vectors corrupted by Gaussian noise.
Proceedings of the IEEE International Conference on Acoustics, 2010

Time delay estimation: Compressed sensing over an infinite union of subspaces.
Proceedings of the IEEE International Conference on Acoustics, 2010

Modulated wideband converter with non-ideal lowpass filters.
Proceedings of the IEEE International Conference on Acoustics, 2010

Coherence-based near-oracle performance guarantees for sparse estimation under Gaussian noise.
Proceedings of the IEEE International Conference on Acoustics, 2010

Blind Compressed Sensing: Theory.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010

Robust Downlink Beamforming for Cognitive Radio Networks.
Proceedings of the Global Communications Conference, 2010

Xampling: Analog Data Compression.
Proceedings of the 2010 Data Compression Conference (DCC 2010), 2010

Collaborative hierarchical sparse modeling.
Proceedings of the 44th Annual Conference on Information Sciences and Systems, 2010

Motion blur removal in nonlinear sensors.
Proceedings of the Computational Imaging VIII, 2010

Dictionary Optimization for Block-Sparse Representations.
Proceedings of the Manifold Learning and Its Applications, 2010

2009
Blind Multiband Signal Reconstruction: Compressed Sensing for Analog Signals.
IEEE Trans. Signal Processing, 2009

High-Rate Interpolation of Random Signals From Nonideal Samples.
IEEE Trans. Signal Processing, 2009

Compressed sensing of analog signals in shift-invariant spaces.
IEEE Trans. Signal Processing, 2009

Generalized SURE for Exponential Families: Applications to Regularization.
IEEE Trans. Signal Processing, 2009

Robust recovery of signals from a structured union of subspaces.
IEEE Trans. Information Theory, 2009

Uncertainty relations for shift-invariant analog signals.
IEEE Trans. Information Theory, 2009

A lower bound on the Bayesian MSE based on the optimal bias function.
IEEE Trans. Information Theory, 2009

Robust and Consistent Sampling.
IEEE Signal Process. Lett., 2009

On the Constrained CramÉr-Rao Bound With a Singular Fisher Information Matrix.
IEEE Signal Process. Lett., 2009

Bayesian Filtering in Spiking Neural Networks: Noise, Adaptation, and Multisensory Integration.
Neural Computation, 2009

Optimization Techniques in Wireless Communications.
EURASIP J. Wireless Comm. and Networking, 2009

Robust downlink beamforming using covariance channel state information.
Proceedings of the IEEE International Conference on Acoustics, 2009

Sparse source separation from orthogonal mixtures.
Proceedings of the IEEE International Conference on Acoustics, 2009

Block-sparsity: Coherence and efficient recovery.
Proceedings of the IEEE International Conference on Acoustics, 2009

Analog compressed sensing.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Linear Regression With Gaussian Model Uncertainty: Algorithms and Bounds.
IEEE Trans. Signal Processing, 2008

Zero-Forcing Precoding and Generalized Inverses.
IEEE Trans. Signal Processing, 2008

Reduce and Boost: Recovering Arbitrary Sets of Jointly Sparse Vectors.
IEEE Trans. Signal Processing, 2008

Nonuniform Sampling of Periodic Bandlimited Signals.
IEEE Trans. Signal Processing, 2008

A Minimax Chebyshev Estimator for Bounded Error Estimation.
IEEE Trans. Signal Processing, 2008

MSE Bounds With Affine Bias Dominating the CramÉr-Rao Bound.
IEEE Trans. Signal Processing, 2008

Universal Weighted MSE Improvement of the Least-Squares Estimator.
IEEE Trans. Signal Processing, 2008

Nonlinear and Nonideal Sampling: Theory and Methods.
IEEE Trans. Signal Processing, 2008

A Comment on the Weiss-Weinstein Bound for Constrained Parameter Sets.
IEEE Trans. Information Theory, 2008

Spectrum-blind reconstruction of multi-band signals.
Proceedings of the IEEE International Conference on Acoustics, 2008

Constrained nonlinear minimum mse estimation.
Proceedings of the IEEE International Conference on Acoustics, 2008

Statistical aspects of the chebyshev center estimate.
Proceedings of the IEEE International Conference on Acoustics, 2008

The ReMBo algorithm: Accelerated recovery of jointly sparse vectors.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

A fast and flexible method for the segmentation of aCGH data.
Proceedings of the ECCB'08 Proceedings, 2008

2007
Optimization of the MIMO Compound Capacity.
IEEE Trans. Wireless Communications, 2007

A Unified Approach to Dual Gabor Windows.
IEEE Trans. Signal Processing, 2007

An L1-Method for the Design of Linear-Phase FIR Digital Filters.
IEEE Trans. Signal Processing, 2007

A Competitive Mean-Squared Error Approach to Beamforming.
IEEE Trans. Signal Processing, 2007

Minimax Approximation of Representation Coefficients From Generalized Samples.
IEEE Trans. Signal Processing, 2007

Doubly Constrained Robust Capon Beamformer With Ellipsoidal Uncertainty Sets.
IEEE Trans. Signal Processing, 2007

Optimal Encoding of Classical Information in a Quantum Medium.
IEEE Trans. Information Theory, 2007

Blind Minimax Estimation.
IEEE Trans. Information Theory, 2007

Mean-Squared Error Estimation for Linear Systems with Block Circulant Uncertainty.
SIAM J. Matrix Analysis Applications, 2007

Regularization in Regression with Bounded Noise: A Chebyshev Center Approach.
SIAM J. Matrix Analysis Applications, 2007

Rethinking Biased Estimation: Improving Maximum Likelihood and the Cramér-Rao Bound.
Foundations and Trends in Signal Processing, 2007

A neural network implementing optimal state estimation based on dynamic spike train decoding.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007

On the Gaussian MIMO Wiretap Channel.
Proceedings of the IEEE International Symposium on Information Theory, 2007

Minimum MSE Estimation with Convex Constraints.
Proceedings of the IEEE International Conference on Acoustics, 2007

Improvement of Least-Squares Under Arbitrary Weighted MSE.
Proceedings of the IEEE International Conference on Acoustics, 2007

Optimal Generalized Inverses for Zero Forcing Precoding.
Proceedings of the 41st Annual Conference on Information Sciences and Systems, 2007

Maximum A-Posteriori Estimation in Linear Models With a Gaussian Model Matrix.
Proceedings of the 41st Annual Conference on Information Sciences and Systems, 2007

2006
Linear precoding via conic optimization for fixed MIMO receivers.
IEEE Trans. Signal Processing, 2006

Nonideal sampling and interpolation from noisy observations in shift-invariant spaces.
IEEE Trans. Signal Processing, 2006

A minimum squared-error framework for generalized sampling.
IEEE Trans. Signal Processing, 2006

Uniformly Improving the Cramér-Rao Bound and Maximum-Likelihood Estimation.
IEEE Trans. Signal Processing, 2006

Comparing between estimation approaches: admissible and dominating linear estimators.
IEEE Trans. Signal Processing, 2006

Minimax estimation of deterministic parameters in linear models with a random model matrix.
IEEE Trans. Signal Processing, 2006

Minimax MSE estimation of deterministic parameters with noise covariance uncertainties.
IEEE Trans. Signal Processing, 2006

Robust Competitive Estimation With Signal and Noise Covariance Uncertainties.
IEEE Trans. Information Theory, 2006

Maximum likelihood estimation in linear models with a Gaussian model matrix.
IEEE Signal Process. Lett., 2006

An expected least-squares beamforming approach to signal estimation with steering vector uncertainties.
IEEE Signal Process. Lett., 2006

Strong Duality in Nonconvex Quadratic Optimization with Two Quadratic Constraints.
SIAM Journal on Optimization, 2006

Robust Mean-Squared Error Estimation of Multiple Signals in Linear Systems Affected by Model and Noise Uncertainties.
Math. Program., 2006

Characterization of Oblique Dual Frame Pairs.
EURASIP J. Adv. Sig. Proc., 2006

Frames and Overcomplete Representations in Signal Processing, Communications, and Information Theory.
EURASIP J. Adv. Sig. Proc., 2006

Maximum Likelihood Estimation in Random Linear Models: Generalizations and Performance Analysis.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

The Design of Optimal L1Linear Phase FIR Digital Filters.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Dominating and Admissible Mse-Bounds Using Saddle-Point Methods.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Approximating Representation Coefficients From Non Ideal Samples.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Linear transmitter design for the MISO compound channel with interference.
Proceedings of the 14th European Signal Processing Conference, 2006

On signal representation from generalized samples: Minmax approximation with constraints.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Minimax MSE-ratio estimation with signal covariance uncertainties.
IEEE Trans. Signal Processing, 2005

Robust mean-squared error estimation in the presence of model uncertainties.
IEEE Trans. Signal Processing, 2005

Maximum set estimators with bounded estimation error.
IEEE Trans. Signal Processing, 2005

A covariance shaping framework for linear multiuser detection.
IEEE Trans. Information Theory, 2005

Correction to "On the Asymptotic Performance of the Decorrelator" and "An Optimal Whitening Approach to Linear Multiuser Detection".
IEEE Trans. Information Theory, 2005

Robust deconvolution of deterministic and random signals.
IEEE Trans. Information Theory, 2005

Semidefinite Relaxation for Detection of 16-QAM Signaling in MIMO Channels.
IEEE Signal Process. Lett., 2005

General Framework for Consistent Sampling in Hilbert Spaces.
IJWMIP, 2005

General Framework for Consistent Sampling in Hilbert Spaces.
IJWMIP, 2005

Minimax subspace sampling in the presence of noise.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Minimax estimators dominating the least-squares estimator.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

MSE estimation of multichannel signals with model uncertainties.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Optimal squared-error signal recovery from nonideal samples.
Proceedings of the 13th European Signal Processing Conference, 2005

Robust deconvolution of noisy signals.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
Rebuttal to "Comments on covariance shaping least-squares estimation".
IEEE Trans. Signal Processing, 2004

A competitive minimax approach to robust estimation of random parameters.
IEEE Trans. Signal Processing, 2004

Linear minimax regret estimation of deterministic parameters with bounded data uncertainties.
IEEE Trans. Signal Processing, 2004

Minimum variance in biased estimation: bounds and asymptotically optimal estimators.
IEEE Trans. Signal Processing, 2004

Optimal Detection of Symmetric Mixed Quantum States.
IEEE Trans. Information Theory, 2004

Orthogonal and projected orthogonal matched filter detection.
Signal Processing, 2004

Efficient Gabor expansion using non minimal dual Gabor windows.
Proceedings of the 2004 11th IEEE International Conference on Electronics, 2004

Reconstruction of nonuniformly sampled periodic signals: algorithms and stability analysis.
Proceedings of the 2004 11th IEEE International Conference on Electronics, 2004

Minimax sampling with arbitrary spaces [signal sampling and reconstruction].
Proceedings of the 2004 11th IEEE International Conference on Electronics, 2004

Linear MIMO precoders for fixed receivers.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Robust peak distortion equalization.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Interpolation with nonuniform B-splines.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Minimax regret estimation in linear models.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

A robust maximum likelihood multiuser detector in the presence of signature uncertainties.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

MSE-ratio regret estimation with bounded data uncertainties.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

Vector uniform Cramer-Rao lower bound.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
Covariance shaping least-squares estimation.
IEEE Trans. Signal Processing, 2003

MMSE whitening and subspace whitening.
IEEE Trans. Information Theory, 2003

Designing optimal quantum detectors via semidefinite programming.
IEEE Trans. Information Theory, 2003

On the asymptotic performance of the decorrelator.
IEEE Trans. Information Theory, 2003

An optimal whitening approach to linear multiuser detection.
IEEE Trans. Information Theory, 2003

Geometrically uniform frames.
IEEE Trans. Information Theory, 2003

A semidefinite programming approach to optimal unambiguous discrimination of quantumstates.
IEEE Trans. Information Theory, 2003

Minimum mean-squared error covariance shaping.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Optimal tight frames and quantum measurement.
IEEE Trans. Information Theory, 2002

Orthogonal multiuser detection.
Signal Processing, 2002

On geometric properties of the decorrelator.
IEEE Communications Letters, 2002

2001
Quantum signal processing.
PhD thesis, 2001

On quantum detection and the square-root measurement.
IEEE Trans. Information Theory, 2001

Orthogonal matched filter detection.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
Filterbank reconstruction of bandlimited signals from nonuniform and generalized samples.
IEEE Trans. Signal Processing, 2000

Filter bank interpolation and reconstruction from generalized and recurrent nonuniform samples.
Proceedings of the IEEE International Conference on Acoustics, 2000


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