Publications | Yonina Eldar

Submitted for Publication

429

S. B. Shah, P. Pradhan, W. Pu, R. Randhi, M. R. D. Rodrigues and Y. C. Eldar, "Optimization Guarantees of Unfolded ISTA and ADMM Networks With Smooth Soft Thresholding", Submitted to IEEE Transactions on Signal Processing, September 2023.

428

Y. Zhang, W. Ni, J. Wang, W. Tang, M. Jia, Y. C. Eldar, D. Niyato,"Robust Transceiver Design for Covert Integrated Sensing and Communications With Imperfect CSI", Submitted, August 2023.

427

X. Jian, W. P. Tay and Y. C. Eldar, "Kernel Based Reconstruction for Generalized Graph Signal Processing", Submitted, August 2023.

426

L. Xie, S. Song and Y. C. Eldar, "Model-Driven Sensing-Node Selection and Power Allocation for Tracking", Submitted, July 2023.

425

Z. Wang, K. Huang and Y. C. Eldar, "Spectrum Breathing: Protecting Over-the-Air Federated Learning Against Interference", Submitted, June 2023.

424

H. Li, Y. Liu, X. Mu, Y. Chen, Z. Pan, Y. C. Eldar, "Near-Field Beamforming for STAR-RIS Networks", Submitted, June 2023.

423

T. Raviv, S. Park, O. Simeone, Y. C. Eldar and N. Shlezinger, "Adaptive and Flexible Model-Based AI for Deep Receivers in Dynamic Channels", Submitted to IEEE Wireless Communications, May 2023.

422

Z. Liu, H. Zhang, T. Huang, F. Xu and Y. C. Eldar, "Hybrid RIS-Assisted MIMO Dual-Function Radar-Communication System", Submitted to IEEE Transactions on Signal Processing, March 2023.

421

T. Gafni, K. Cohen and Y. C. Eldar, "Federated Learning from Heterogeneous Data via Controlled Bayesian Air Aggregation", Submitted to IEEE Transactions on Signal Processing, March 2023.

420

N. Shlezinger, M. Ma, O. Lavi, N. T. Nguyen, Y. C. Eldar and M. Juntti, "AI-Empowered Hybrid MIMO Beamforming", Submitted to IEEE Wireless Communications, March 2023.

419

H. Naaman, N. Glazer, M. Namer, D. Bilik, S. Savariego and Y. C. Eldar, "Hardware Prototype of a Time-Encoding Sub-Nyquist ADC", Submitted to IEEE Transactions on Circuits and Systems, January 2023.

418

X. Zhang, H. Zhang and Y. C. Eldar, "Near-Field Sparse Channel Representation and Estimation in 6G Wireless Communications", Submitted to IEEE Transactions on Communications, December 2022.

417

G. Revach, X. Ni, N. Shlezinger, R. J. G. van Sloun and Y. C. Eldar, "RTSNet: Learning to Smooth in Partially Known State-Space Models", Submitted to IEEE Transactions of Signal Processing, December 2022.

416

T. Zimbalist, R. Rosen, K. Peri-Hanania, Y. Caspi, B. Rinott, C. Zeltser-Dekel, E. Bercovich, Y. C. Eldar and S. Bagon, "Detecting Bone Lesions in X-Ray Under Diverse Acquisition Conditions", Submitted to Artificial Intelligence In Medicine, November 2022.

415

E. Tasci, T. Zirtiloglu, A. Yasar, Y. C. Eldar, N. Shlezinger and R. T. Yazicigil, "Robust Task-Specific Beamforming with Low-Resolution ADCs for Power-Efficient Hybrid MIMO Receivers", Submitted to IEEE Transactions of Signal Processing, November 2022.

414

Z. Yuan, Q. Guo, Y. C. Eldar and Y. Li, "Unitary Approximate Message Passing for Matrix Factorization", Submitted to IEEE Transactions of Signal Processing, July 2022.

413

S. Mulleti and Y. C. Eldar, "Modulo Sampling of FRI Signals", Submitted to IEEE Transactions of Signal Processing, July 2022.

412

E. Azar, S. Mulleti and Y. C. Eldar, "Robust Unlimited Sampling Beyond Modulo", Submitted to IEEE Transactions of Signal Processing, June 2022.

411

K. Yang, D. C. Gonzalez, Y. C. Eldar and M. Medard, "Analog Compressed Sensing for Sparse Frequency Shift Keying Modulation Schemes", Submitted, May 2022.

410

B. Joukovsky, Y. C. Eldar and N. Deligiannis, "Interpretable Neural Networks for Video Separation: Deep Unfolding RPCA with Foreground Masking", Submitted to IEEE Transactions on Image Processing, April 2022.

409

H. Zhang, N. Shlezinger, F. Guidi, D. Dardari, and Y. C. Eldar, “6G Wireless Communications: From Far-field Beam Steering to Near-field Beam Focusing”, Submitted to IEEE Wireless Communications, March 2022.

408

J. Pritzker, J. Ward and Y. C. Eldar, "Transmit Precoder Design Approaches for Dual-Function Radar-Communication Systems" Submitted to IEEE Transactions of Signal Processing, March 2022.

407

W. Pu, C. Zhou, Y. C. Eldar and M. R. D. Rodrigues, "Robust lEarned Shrinkage-Thresholding (REST): Robust Unrolling for Sparse Recover", Submitted to IEEE Transactions of Signal Processing, October 2021.

406

G. C. Alexandropoulos, N. Shlezinger, I. Alamzadeh, M. F. Imani, H. Zhang and Y. C. Eldar, "Hybrid Reconfigurable Intelligent Metasurfaces: Enabling Simultaneous Tunable Reflections and Sensing for 6G Wireless Communications", Submitted to IEEE Vehicular Technology Magazine, April 2021.

Accepted for Publication

405

X. Zhang, H. Zhang, N. Glazer, O. Cohen, E. Reznitskiy, S. Savariego, M. Namer and Y. C. Eldar, "Hardware Implementation of Task-based Quantization in Multi-user Signal Recovery", to appear in IEEE Transactions on Industrial Electronics.

404

Z. Song, M. Asiedu, S. Wang, Q. Li, A. Ozturk, V. Mittal, S. Schoen Jr., S. Ramaswamy, T. T. Pierce, A. E. Samir, Y. C. Eldar, A. Chandrakasan, V. Kumar, "Memory-efficient low-compute segmentation algorithms for bladder-monitoring smart ultrasound devices", to appear in Research Square.‏

403

R. S. P. Sankar, S. P. Chepuri and Y. C. Eldar, "Beamforming in Integrated Sensing and Communication Systems with Reconfigurable Intelligent Surfaces", to appear in IEEE Transactions on Wireless Communications.

402

W. Wang, W. Ni, H. Tian, Y. C. Eldar, and R. Zhang, "Multi-Functional Reconfigurable Intelligent Surface: System Modeling and Performance Optimization", to appear in IEEE Wireless Communications.

401

W. Wang, W. Ni, H. Tian, Y. C. Eldar and D. Niyato, "UAV-Mounted Multi-Functional RIS for Combating Eavesdropping in Wireless Networks", to appear in IEEE Wireless Communications.

400

R. Ye, Z. Ni, C. Xu, J. Wang, S. Chen and Y. C. Eldar "FedFM: Anchor-based Feature Matching for Data Heterogeneity in Federated Learning", to appear in IEEE Transactions on Signal Processing.

399

D. Gao, Q. Guo, G. Liao, Y. C. Eldar, Y. Li, Y. Yu and B. Vucetic, "Signal Detection in MIMO Systems with Hardware Imperfections: Message Passing on Neural Networks", to appear in IEEE Transactions on Wireless Communications.

398

B. Tolooshams, S. Mulleti, D. Ba and Y. C. Eldar, "Learning Filter-Based Compressed Blind-Deconvolution", to appear in IEEE Transactions of Signal Processing.

397

G. Choi, J. Park, N. Shlezinger, Y. C. Eldar and N. Lee, "Split-KalmanNet: A Robust Model-Based Deep Learning Approach for SLAM", to appear in IEEE Transactions on Vehicular Technology.

396

G. Zhang, T. Huang, Y. Liu, X. Wang and Y. C. Eldar, "Direction Finding in Partly Calibrated Arrays Exploiting the Whole Array Aperture", to appear in IEEE Transactions on Aerospace and Electronic Systems.

395

D. Wen, P. Liu, G. Zhu, Y. Shi, J. Xu, Y. C. Eldar and S. Cui, "Task-Oriented Sensing, Computation, and Communication Integration for Multi-Device Edge AI", to appear in IEEE Transactions on Wireless Communications.

394

T. Raviv, S. Park, O. Simeone, Y. C. Eldar, and N. Shlezinger, "Online Meta-Learning for Hybrid Model-Based Deep Receivers", to appear in IEEE Transactions on Wireless Communications.

393

S. Wang, C. Li, Q. Hao, C. Xu, D. W. K. Ng, Y. C. Eldar and H. V. Poor, "Federated Deep Learning Meets Autonomous Vehicle Perception: Design and Verification", to appear in IEEE Network Magazine.

392

B. Luijten, N. Chennakeshava, Y. C. Eldar, M. Mischi and R. J. G. van Sloun, "Ultrasound Signal Processing: From Models to Deep Learning", to appear in Ultrasound in Medicine and Biology.

391

N. Shlezinger, A. Amar, B. Luijten, R. J. G. van Sloun and Y. C. Eldar, "Deep Task-Based Analog-to-Digital Conversion", to appear in IEEE Transactions on Signal Processing.

Published Articles

2023

390

G. Choi, J. Park, N. Shlezinger, Y. C. Eldar and N. Lee, "Split-KalmanNet: A Robust Model-Based Deep Learning Approach for State Estimation", IEEE Transactions on Vehicular Technology, vol. 72 (9), pp. 12326-12331, September 2023.

389

S. P. Chepuri, N. Shlezinger, F. Liu, G. C. Alexandropoulos, S. Buzzi and Y. C. Eldar, "Integrated Sensing and Communications With Reconfigurable Intelligent Surfaces: From signal modeling to Processing", IEEE Signal Processing Magazine, vol. 40 (6), pp. 41-62, September 2023.

388

Z. He, W. Xu, H. Shen, D. W. K. Ng, Y. C. Eldar and X. You, "Full-Duplex Communication for ISAC: Joint Beamforming and Power Optimization", IEEE Journal on Selected Areas in Communications, vol. 41 (9), pp. 2920-2936, September 2023.

387

N. T. Nguyen, N. Shlezinger, Y. C. Eldar and M. Juntti, "Joint Communications and Sensing System With Subcarrier Allocation", IEEE Transactions on Signal Processing, Vol. 71, pp. 2997-3013, August 2023.

386

N. Shlezinger and Y. C. Eldar, "Model-Based Deep Learning", Foundations and Trends in Signal Processing, Vol. 17 (4), pp 291-416, August 2023.

385

I. Azuri, A. Wattad, K. Peri Hanania, T. Kashti, R. Rosen, Y. Caspi, M. Istaiti, M. Wattad, Y. Applbaum, A. Zimran, S. Revel Vilk and Y. C. Eldar, "A Deep-Learning Approach to Spleen Volume Estimation in Patients with Gaucher Disease", Journal of Clinical Medicine, vol. 12 (16), pp. 1-12, August 2023.

384

V. C. H. Leung, J. J. Huang, Y. C. Eldar and P. L. Dragotti, "Learning-based Reconstruction of FRI Signals", IEEE Transactions of Signal Processing, vol. 71, pp. 2564-2578, July 2023.

383

S. Mulleti, H. Zhang and Y. C. Eldar, "Learning to Sample: Data-Driven Sampling and Reconstruction of FRI Signals", IEEE Access, vol. 11, pp. 71048-71062, July 2023.

382

F. Liu, L. Zheng, Y. Cui, C. Masouros, A. P. Petropulu, H. Griffiths and Y. C. Eldar, "Seventy Years of Radar and Communications: The Road from Separation to Integration", IEEE Signal Processing Magazine, vol. 40 (5), pp. 106-121, July 2023.

381

S. Mulleti, E. Reznitskiy, S. Savariego, M. Namer, N. Glazer and Y. C. Eldar, "A Hardware Prototype of Wideband High-Dynamic Range ADC", IET Circuits, Devices & Systems, June 2023.

380

T. Diskin, Y. C. Eldar and A. Wiesel, "Learning to Estimate Without Bias", IEEE Transactions on Signal Processing, vol. 71, pp. 2162-2171, June 2023.

379

E. Björnso, Y. C. Eldar, E. G. Larsson, A. Lozano and H. V. Poor, "Twenty-Five Years of Signal Processing Advances for Multiantenna Communications", IEEE Signal Processing Magazine, vol. 40 (4), pp. 107- 117, June 2023.

378

Y. Eder and Y. C. Eldar, "Sparsity Based Non-Contact Vital Signs Monitoring of Multiple People Via FMCW Radar", IEEE Journal of Biomedical and Health Informatics, vol. 27 (6), pp. 2806-2817, June 2023.

377

J. P. Bryan, L. Binan, C. McCann, Y. C. Eldar, S. L. Farhi and B. Cleary, "Optimization-Based Decoding of Imaging Spatial Transcriptomics Data", Bioinformatics, June 2023.

376

B. Tolooshams, S. Mulleti, D. Ba, Y. C. Eldar, "Unrolled Compressed Blind-Deconvolution", IEEE Transactions on Signal Processing, vol. 71, pp. 2118-2129, May 2023.

375

X. Song, J. Xu, F. Liu, T. X. Han and Y. C. Eldar, "Intelligent Reflecting Surface Enabled Sensing: Cramer-Rao Bound Optimization", IEEE Transactions on Signal Processing, vol. 71, pp. 2011-2026, May 2023.

374

N. Shlezinger, J. Whang, Y. C. Eldar and A. G. Dimakis, "Model-Based Deep Learning", Proceedings of the IEEE, vol. 111 (5), pp. 465-499, May 2023.

373

N. I. Bernardo, J. Zhu, Y. C. Eldar and J. Evans, "Design and Analysis of Hardware-Limited Non-Uniform Task-based Quantizers", IEEE Transactions on Signal Processing, vol. 71, pp. 1551-1562, April 2023.

372

J. Hara, Y. Tanaka and Y. C. Eldar, "Graph Signal Sampling Under Stochastic Priors", IEEE Transactions on Signal Processing, vol. 71, pp. 1421-1434, April 2023.

371

H. Zhang, N. Shlezinger, G. C. Alexandropoulos, A. Shultzman, I. Alamzadeh, M. F. Imani and Y. C. Eldar, "Channel Estimation with Hybrid Reconfigurable Intelligent Metasurfaces", IEEE Transactions on Communications, vol. 71 (4), pp. 2441-2456, April 2023.

370

X. Cao, T. Basar, S. Diggavi, Y. C. Eldar, K. B. Letaief, H. Vincent Poor and J. Zhang, "Communication-Efficient Distributed Learning: An Overview", IEEE Journal on Selected Areas in Communications, vol. 41 (4), pp. 851-873, April 2023.

369

R. Guo, T. Huang, M. Li, H. Zhang and Y. C. Eldar, "Physics Embedded Machine Learning for Electromagnetic Data Imaging", IEEE Signal Processing Magazine, vol. 40, pp. 18-45, March 2023.

368

D. C. Gonzalez, C. F. Dias, E. R. Lima, Y. C. Eldar, M. Medard, M. D. Yacoub, "Interception Probability versus Capacity in Wideband Systems: The Benefits of Peaky Signaling", IEEE Access, vol. 11, pp. 24986-24994, March 2023.

367

Z. Yang, Q. Shen, W. Liu, Y. C. Eldar and W. Cui, "High-Order Cumulants Based Sparse Array Design Via Fractal Geometries—Part I: Structures and DOFs", IEEE Transactions on Signal Processing, vol. 71, pp. 327-342, March 2023.

366

R. Han, S. Wang, S. Wang, Z. Zhang, Q. Zhang, Y. C. Eldar, Q. Hao and J. Pan, "RDA: An Accelerated Collision Free Motion Planner for Autonomous Navigation in Cluttered Environments", IEEE Robotics and Automation Letters, vol. 8, pp. 1715-1722, March 2023.

365

L. Xie, S. Song, Y. C. Eldar and K. B. Letaief, "Collaborative Sensing in Perceptive Mobile Networks: Opportunities and Challenges", IEEE Wireless Communications, vol. 30 (1), pp. 16-23, February 2023.

364

Z. Yang, Q. Shen, W. Liu, Y. C. Eldar, W. Cui, "High-Order Cumulants Based Sparse Array Design Via Fractal Geometries—Part II: Robustness and Mutual Coupling", IEEE Transactions on Signal Processing, vol. 71, pp. 343-357, February 2023.

363

G. Zhang, T. Huang, C. Chen, Y. Liu, X. Wang and Y. C. Eldar, "Decentralized High-Resolution Direction Finding in partly Calibrated Arrays", Electronics letters, vol. 59 (4), pp. 1-3, Februay 2023.

362

W. Xu, D. W. K. Ng, M. Levorato, Y. C. Eldar and M. Debbah, "Guest Editorial Distributed Signal Processing for Edge Learning in B5G IoT Networks", IEEE Journal of Selected Topics in Signal Processing , vol. 17 (1), pp. 3-8, January 2023.

361

J. Wang, J. Hou, Y. C. Eldar, "Tensor Robust Principal Component Analysis from Multi-Level Quantized Observations", IEEE Transactions on Information Theory, vol. 69, issue 1, pp. 383-406, January 2023.

360

W. Xu, Z. Yang, D. W. K. Ng, M. Levorato, Y. C. Eldar and M. Debbah, "Edge Learning for B5G Networks With Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing", IIEEE Journal of Selected Topics in Signal Processing, vol. 17 (1), pp. 9-39, January 2023.

2022

359

T. Liu, A. M. Tillmann, Y. Yang, Y. C. Eldar and M. Pesavento, "Extended Successive Convex Approximation for Phase Retrieval With Dictionary Learning", IEEE Transactions on Signal Processing, vol. 70, pp. 6300-6315, December 2022.

358

X. Zhang, L. Yu, G. Zheng and Y. C. Eldar, "Spiking Sparse Recovery with Non-convex Penalties", IEEE Transactions on Signal Processing, vol. 70, pp. 6272-6285, December 2022.

357

V. K. Singh, E. Y. Kalafi, E. Cheah, S. Wang, J. Wang, A. Ozturk, Q. Li, Y. C. Eldar, A. E. Samir and V. Kumar, "HaTU-Net: Harmonic Attention Network for Automated Ovarian Ultrasound Quantification in Assisted Pregnancy", Diagnostics, pp. 1-15, December 2022.

356

N. Shlezinger, Y. C. Eldar, and S. P. Boyd, "Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization", IEEE Access, vol. 10, pp. 115384-115398, November 2022.

355

T. V. Loung, N. Shlezinger, C. Xu, T. M. Hoang, Y. C. Eldar, and L. Hanzo, "Deep Learning Based Successive Interference Cancellation for the Non-Orthogonal Downlink", IEEE Transactions on Vehicular Technology, vol. 71, issue 11, pp. 11876-11888, November 2022.

354

N. I. Bernardo, J. Zhu, Y. C. Eldar and J. Evans, "Capacity Bounds for One-Bit MIMO Gaussian Channels with Analog Combining", IEEE Transactions on Communications, vol. 70, issue 11, pp. 7224-7239, November 2022.

353

K. Kang, Q. Hu, Y. Cai, G. Yu, J. Hoydis and Y. C. Eldar, "Mixed-Timescale Deep-Unfolding for Joint Channel Estimation and Hybrid Beamforming", IEEE Journal on Selected Areas in Communications, vol. 40, pp. 2510-2528, September 2022.

352

J. Scarlett, R. Heckel, M. R. D. Rodrigues, P. Hand and Y. C. Eldar, "Theoretical Perspectives on Deep Learning Methods in Inverse Problems", IEEE Journal on Selected Areas in Information Theory, vol. 3 (3), pp. 433-453, September 2022.

351

H. Zhang, N. Shlezinger, F. Guidi, D. Dardari, M. F. Imani and Y. C. Eldar, "B eam Focusing for Near-Field Multi-User MIMO Communications", IEEE Transactions on Wireless Communications, vol. 21, issue 9, pp. 7476-7490, September 2022.

350

W. Ni, Y. Liu, Y. C. Eldar, Z. Yang and H. Tian, "STAR-RIS Enabled Heterogeneous Networks: Ubiquitous NOMA Communication and Pervasive Federated Learning", IEEE Internet of Things Journal, vol. 9, issue 18, pp. 17136-17156, September 2022.

349

P. Li, N. Shlezinger, H. Zhang, B. Wang, and Y. C. Eldar, "Graph Signal Compression by Joint Quantization and Sampling", IEEE Transactions on Signal Processing, vol. 70, pp. 4512-4527, September 2022.

348

A. Shultzman and Y. C. Eldar, "Nonlinear Waveform Inversion for Quantitative Ultrasound", IEEE Transactions on Computational Imaging, vol. 8, pp. 893-904, September 2022.

347

F. Liu, C. Masouros, J. Xu, T. X. Han, A. Hassanien, Y. C. Eldar and S. Buzzi, "Guest Editorial Special Issue on Integrated Sensing and Communication-Part II", IEEE Journal on Selected Areas in Communications, vol. 40, issue 7, pp. 2007-2010, July 2022.

346

M. Nagahama, K. Yamada, S. H. Chan and Y. C. Eldar, "Graph Signal Restoration Using Nested Deep Algorithm Unrolling", IEEE Transactions on Signal Processing, vol. 70, pp. 3296-3311, July 2022.

345

X. Wei, H. van Gorp, L. Gonzalez-Carabarin, D. Freedman, Y. C. Eldar and R. J. G. van Sloun, "Deep Unfolding with Normalizing Flow Priors for Inverse Problems", IEEE Transactions on Signal Processing, vol. 70, pp. 2962-2971, June 2022.

344

F. Liu, Y. Cui, J. Xu, T. X. Han, Y. C. Eldar and S. Buzzi, "Integrated Sensing and Communications: Towards Dual-functional Wireless Networks for 6G and Beyond", IEEE Journal on Selected Areas in Communications, vol. 40, issue 6, pp. 1728-1767, June 2022.

343

S. Markowitz, C. Snyder, Y. C. Eldar and M. N. Do, "Multimodal Unrolled Robust PCA for Background Foreground Separation", IEEE Transactions on Image Processing, vol. 31, pp. 3553-3564, May 2022.

342

A. Mamistvalov, A. Amar, N. Kessler and Y. C. Eldar, "Deep-Learning Based Adaptive Ultrasound Imaging from Sub-Nyquist Channel Data", IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol. 69, issue 5, pp. 1638-1648, May 2022.

341

T. Gafni, N. Shlezinger, K. Cohen, Y. C. Eldar and H. V. Poor, "Federated Learning: A Signal Processing Perspective", vol. 39, issue 3, pp. 14-41, IEEE Signal Processing Magazine, May 2022.

340

A. Kroizer, T. Routtenberg and Y. C. Eldar, "Bayesian Estimation of Graph Signals", IEEE Transactions on Signal Processing, vol. 70, pp. 2207-2223, May 2022.

339

H. T. Wai, Y. C. Eldar, A. E. Ozdaglar, and A. Scaglione, "Community Inference from Partially Observed Graph Signals: Algorithms and Analysis", IEEE Transactions on Signal Processing, vol. 70, pp. 2136-2151, May 2022.

338

H. Naaman, S. Mulleti and Y. C. Eldar, "FRI-TEM: Time Encoding Sampling of Finite-Rate-of-Innovation Signals", IEEE Transactions on Signal Processing, vol. 70, pp. 2267-2279, April 2022.

337

A. Khalili, F. Shirani, E. Erkip and Y. C. Eldar, "MIMO Networks with One-Bit ADCs: Receiver Design and Communication Strategies", IEEE Transactions on Communications, vol. 70, issue 3, pp. 1580-1594, March 2022.

336

H. Zhang, N. Shlezinger, F. Guidi, D. Dardari, M. F. Imani, and Y. C. Eldar, "Near-field Wireless Power Transfer for 6G Internet-of-Everything Mobile Networks: Opportunities and Challenges", IEEE Communications Magazine, vol. 60, pp. 12-18, March 2022.

335

Y. Ben Sahel, J. P. Bryan, B. Cleary, S. L. Farhi and Y. C. Eldar, "Deep Unrolled Recovery in Sparse Biological Imaging", Signal Processing Magazine, vol. 39, issue 2, pp. 45-57, March 2022.

334

G. Revach, N. Shlezinger, X. Ni, A. Lopez Escoriza, R. J. G. van Sloun and Y. C. Eldar, "KalmanNet: Neural Network Aided Kalman Filtering for Partially Known Dynamics", IEEE Transactions on Signal Processing, vol. 70, pp. 1532-1547, March 2022.

333

O. Frank, N. Schipper, M. Vaturi, G. Soldati, A. Smargiassi, R. Inchingolo, E. Torri, T. Perrone, F. Mento, L. Demi, M. Galun and Y. C. Eldar, "Integrating Domain Knowledge into Deep Networks for Lung Ultrasound with Applications to COVID-19", IEEE Transactions on Medical Imaging, vol. 41, issue 3, pp. 571-581, March 2022.

332

A. Mamistvalov and Y. C. Eldar, "Compressed Fourier-Domain Convolutional Beamforming for Wireless Ultrasound imaging", IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control, vol. 69, issue 2, pp. 489-499, February 2022.

331

Q. Hu, Y. Cai, K. Kang, G. Yu, J. Hoydis and Y. C. Eldar, "Two-Timescale End-to-End Learning for Channel Acquisition and Hybrid Precoding", IEEE Journal on Selected Areas in Communications, vol. 40, issue 1, pp. 163-181, January 2022.

330

N. Shlezinger, N. Farsad, Y. C. Eldar, and A. J. Goldsmith, "Learned Factor Graphs for Inference from Stationary Time Sequences", IEEE Transactions on Signal Processing, vol. 70, pp. 366-380, January 2022.

329

R. Nasser, Y. C. Eldar and R. Sharan, "Deep Unfolding for Non-Negative Matrix Factorization with Application to Mutational Signature Analysis", Journal of Computational Biology, vol. 28, pp. 1-11, January 2022.

328

F. Liu, Y. F. Liu, A. Li, C. Masouros and Y. C. Eldar, "Cramér-Rao Bound Optimization for Joint Radar-Communication Design", IEEE Transactions on Signal Processing, vol. 70, pp. 240-253, January 2022.

2021

327

S. Ramjee, S. Ju, D. Yang, X. Liu, A. E. Gamal, and Y. C. Eldar, "Ensemble Wrapper Subsampling for Deep Modulation Classification ", IEEE Transactions on Cognitive Communications and Networking, vol. 7, issue 4, pp. 1156-1170, December 2021.

326

D. Hyun, A. Wiacek, S. Goudarzi, S. Rothlübbers, A. Asif, K. Eickel, Y. C. Eldar, J. Huang, M. Mischi, H. Rivaz, D. Sinden , R. J. G. van Sloun, H. Strohm and M. A. Lediju Bell, "Deep Learning for Ultrasound Image Formation: CUBDL Evaluation Framework & Open Datasets", IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control, vol. 68, issue 12, pp. 3484-3496, December 2021.

325

A. Mamistvalov and Y. C. Eldar, "Deep Unfolded Recovery of Sub-Nyquist Sampled Ultrasound Images", IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control, vol. 68, issue 12, pp. 3484-3496, December 2021.

324

D. Ma, N. Shlezinger, T. Huang, Y. Liu, and Y. C. Eldar, "FRaC: FMCW-Based Joint Radar-Communications System via Index Modulation", IEEE Transactions on Signal Processing, vol. 15, issue 6, November 2021.

323

S. Khobahi, N. Shlezinger, M. Soltanalian and Y. C. Eldar, "LoRD-Net: Unfolded Deep Detection Network with Low-Resolution Receivers", IEEE Transactions on Signal Processing, vol. 69, issue 11, pp. 5651-5664, October 2021.

322

G. Wang, M. Jacob, X. Mou Y. Shi and Y. C. Eldar, "Deep Tomographic Image Reconstruction: Yesterday, Today, and Tomorrow—Editorial for the 2nd Special Issue “Machine Learning for Image Reconstruction", Transactions on Signal Processing, vol 40. pp. 2956-2964, October 2021.

321

F. Xi, N. Shlezinger, and Y. C. Eldar, "BiLiMO: Bit-Limited MIMO Radar via Task-Based Quantization", Transactions on Signal Processing, vol. 69, pp. 6267-6282, September 2021.

320

M. Luo, Q. Guo, M. Jin, Y. C. Eldar, D. Huang and X. Meng, "Unitary Approximate Message Passing for Sparse Bayesian Learning", IEEE Transactions on Signal Processing, vol.69, pp. 6023-6039, September 2021.

319

S. Mulleti, Y. Shavit, M. Namer and Y. C. Eldar, "A Hardware Prototype of Sub-Nyquist Radar with Unknown Pulses", IET Letters, September 2021.

318

O. Drori, A. Mamistvalov, O. Solomon, and Y. C. Eldar, "Compressed Ultrasound Imaging: from Sub-Nyquist Rates to Super-Resolution", IEEE BITS, the Information Theory Magazine, vol. 1, issue 1, pp. 27-44, August 2021.

317

X. Liu, J. Whang, D. Cohen, T. Huang, Y. Liu and Y. C. Eldar, "Unambiguous Delay-Doppler Recovery from Random Phase Coded Pulses ", IEEE Transactions on Signal Processing, vol. 69, pp. 4991-5004, August 2021.

316

P. Neuhaus, N. Shlezinger, M. Dorpinghaus, Y. C. Eldar, and G. Fettweis, "Task-Based Analog-to-Digital Converters", IEEE Transactions on Signal Processing, vol. 69, pp. 5403-5418, July 2021.

315

Y. Li, T. Huang, X. Xu, Y. Liu and Y. C. Eldar, "Phase Transitions in Frequency Agile Radar Using Compressed Sensing", IEEE Transactions on Signal Processing, vol. 69, pp. 4801-4818, July 2021.

314

T. Sery, N. Shlezinger, K. Cohen, and Y. C. Eldar, "Over-the-Air Federated Learning from Heterogeneous Data", IEEE Transactions on Signal Processing, vol. 69, pp. 3796-3811, July 2021.

313

G. K. Papageorgiou, M. Sellathurai and Y. C. Eldar, "Deep Networks for Direction-of-Arrival Estimation in Low SNR", IEEE Transactions on Signal Processing, vol. 69, pp. 3714-3729,
July 2021.

312

S. Chen, Y. C. Eldar and L. Zhao, "Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising", IEEE Transactions on Signal Processing, vol. 69, pp. 3699-3713,
July 2021.

311

R. Fu, Y. Liu, T. Huang and Y. C. Eldar, "Structured LISTA for Multidimensional Harmonic Retrieval", IEEE Transactions on Signal Processing, vol. 69, pp. 3459-3472, July 2021.

310

R. Cohen, N. Fingerhut, F. Varray, H. Liebgott, and Y. C. Eldar, "Sparse Convolutional Beamforming for 3D Ultrafast Ultrasound Imaging", IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol. 68, issue 7, pp. 2444-2459, July 2021.

309

A. Cohen, N. Shlezinger, S. Salamatian, Y. C. Eldar, and M. Medard, "Serial Quantization for Sparse Time Sequences ", IEEE Transactions on Signal Processing, pp. 3299-3314, May 2021.

308

D. Keidar, D. Yaron, E. Goldstein, Y. Shachar, A. Blass, L, Charbinsky, I. Aharony, L. Lifshitz, D. Lumelsky, Z. Neeman, M. Mizrachi, M. Hajouj, N. Eizenbach, E. Sela, C. S. Weiss, P. Levin, O. Benjaminov, G. N. Bachar, S. Tamir, Y. Rapson, D. Suhami, E. Atar, A. A. Dror, N. R. Bogot,
A. Grubstein, N. Shabshin, Y. M. Elyada, Y. C. Eldar, “COVID-19 Classification of X-ray Images Using Deep Neural Networks”, European Radiology, pp. 1-10, May 2021.

307

N. Shlezinger, G. C. Alexandropoulos, M. F. Imani, Y. C. Eldar, and D. R. Smith, "Dynamic Metasurface Antennas for 6G Extreme Massive MIMO Communications", IEEE Wireless Communications Magazine, vol. 28, issue 2, pp. 106-113, April 2021.

306

M. Chen, N. Shlezinger, H. V. Poor, Y. C. Eldar and S. Cui, "Communication Efficient Federated Learning", PNAS, April 2021.

305

H. Wang, N. Shlezinger, Y. C. Eldar, S. Jin, M. F. Imani, I. Yoo, D. R. Smith, "Dynamic Metasurface Antennas for MIMO-OFDM Receivers with Bit-Limited ADCs ", IEEE Transactions on Communications, vol. 69, issue 4, pp. 2643-2659, April 2021.

304

U. Rossman, T. Dadosh, Y. C. Eldar and D. Oron "cSPARCOM: Multi-Detector Reconstruction by Confocal Super-Resolution Correlation Microscopy", Optics Express, vol. 29, issue 9, pp. 12772-12957, April 2021.

303

K. Lee, S. Bahmani, Y. C. Eldar, and J. Romberg, "Phase Retrieval of Low-Rank Matrices by Anchored Regression", Information and Inference: A Journal of the IMA, vol. 10, issue 1, pp. 285-332, March 2021.

302

B. Kenner, S. T. Chari, D. Kelsen, D. S. Klimstra, S. J. Pandol, M. Rosenthal, A. K. Rustgi, J. A. Taylor, A. Yala, N. Abul-Husn, D. K. Andersen, D. Bernstein, S. Brunak, Ma. I. Canto, Y. C. Eldar, E. K. Fishman, J. Fleshman, V. L. W. Go, J. M. Holt, B. Field, A. Goldberg, W. Hoos, C. Iacobuzio-Donahue, D. Li, G. Lidgard, A. Maitra, L. M. Matrisian, S. Poblete, L. Rothschild, C. Sander, L. H. Schwartz, U. Shalit, S. Srivastava, B. Wolpin, "Artificial Intelligence and Early Detection of Pancreatic Cancer: 2020 Summative Review", PubMed, March 2021.

301

D. Ma, N. Shlezinger, T. Huang, Y. Shavit, M. Namer, Y. Liu, and Y. C. Eldar, "Spatial Modulation for Joint Radar-Communications Systems: Design, Analysis, and Hardware Prototype", IEEE Transactions on Vehicular Technology, vol. 70, issue 3, pp. 2283-2298, March 2021.

300

R. J. G. van Sloun, O. Solomon, M. Bruce, Z. Z. Khaing, H. Wijkstra, Y. C. Eldar and M. Mischi, "Super-Resolution Ultrasound Localization Microscopy through Deep Learning ", IEEE Transactions on Medical Imaging, vol. 40, issue 3, pp. 829-839, March 2021.

299

V. Monga, Y. Li, and Y. C. Eldar, "Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing", IEEE Transactions on Signal Processing, vol. 38, issue 2, pp. 18-44, March 2021.

298

N. Shlezinger, R. Fu and Y. C. Eldar, "DeepSIC: Deep Soft Interference Cancellation for Multiuser MIMO Detection", IEEE Transactions on Wireless Communications, vol. 20, issue 2, pp. 1349-1362, February 2021.

297

D. Gao, Q. Guo and Y. C. Eldar, "Massive MIMO as an Extreme Learning Machine", IEEE Transactions on Vehicular Technology, vol. 70, issue 1, pp. 1046-1050, January 2021.

296

N. Shlezinger, M. Chen, Y. C. Eldar, H. V. Poor, and S. Cui, "UVeQFed: Universal Vector Quantization for Federated Learning", IEEE Transactions on Signal Processing, vol. 69, pp. 500-514, January 2021.

295

N. Shlezinger and Y. C. Eldar, "Deep Task-Based Quantization", Entropy 2021, 23, 104, January 2021.

2020

294

B. Luijten, R. Cohen, F. J. de Bruijn, H. A. W. Schmeitz, M. Mischi, Y. C. Eldar, and R. J. G. Van Sloun, "Adaptive Ultrasound Beamforming Using Deep Learning", IEEE Transactions on Medical Imaging, vol. 39, issue 12, pp. 3967-3978, December 2020.

293

T. Gong, N. Shlezinger, S. Stein-Ioushua, M. Namer, Z. Yang, and Y. C. Eldar, "RF Chain Reduction for MIMO Systems: A Hardware Prototype", IEEE Systems Journal, vol. 14, issue 4, pp. 5296-5307, December 2020.

292

M. Mischi, M. A. Lediju Bell, R. J. G van Sloun and Y. C. Eldar, "Deep Learning in Medical Ultrasound—From Image Formation to Image Analysis", IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol. 67, issue 12, pp. 2477-2480, December 2020.

291

N. Farsad, N. Shlezinger, A. J. Goldsmith, and Y. C. Eldar, "Data-Driven Symbol Detection via Model-Based Machine Learning", Communications in Information and Systems, vol. 20, issue 3, pp. 283–317, 2020.

290

N. Shlezinger and Y. C. Eldar, "Task-Based Quantization with Application to MIMO Receivers", Communications in Information and Systems, vol. 20, issue 2, pp. 131–162, 2020.

289

K. Shen, H. V. Cheng, X. Chen, Y. C. Eldar, and W. Yu, "Enhanced Channel Estimation in Massive MIMO via Coordinated Pilot Design", IEEE Transactions on Communications, vol. 68, issue 11, pp. 6872-6885, November 2020.

288

R. Fu, S. Mulleti, T. Huang, Y. Liu, and Y. C. Eldar, "Hardware Prototype Demonstration of a Cognitive Radar with Sparse Array Antennas", IET Electronics Letters, vol. 56, issue 22, pp. 1210-1212, October 2020.

287

Y. Tanaka, Y. C. Eldar, A. Ortega, and G. Cheung, "Sampling on Graphs: From Theory to Applications", IEEE Transactions on Signal Processing, vol. 37 (6), pp. 14-30, October 2020.

286

T. Huang, N. Shlezinger, X. Xu, D. Ma, Y. Liu, and Y. C. Eldar, "Multi-Carrier Agile Phased Array Radar", IEEE Transactions on Signal Processing, vol. 68, pp. 5706-5721, September 2020.

285

G. Dardikman-Yoffe and Y. C. Eldar, "Learned SPARCOM: Unfolded Deep Super-Resolution Microscopy", Optics Express, vol. 28 (19), pp. 27736-27763, September 2020.

284

R. Cohen and Y. C. Eldar, "Sparse Array Design via Fractal Geometries", IEEE Transactions on Signal Processing, vol. 68 (19), pp. 4797-4812, August 2020.

283

D. Cohen, D. Cohen and Y. C. Eldar, "High Resolution FDMA MIMO Radar", IEEE Transactions on Aerospace and Electronic Systems, vol. 56 (4), pp. 2806-2822, August 2020.

282

S. Mulleti, K. Lee, and Y. C. Eldar, "Identifiability Conditions for Compressive Multichannel Blind Deconvolution", IEEE Transactions on Signal Processing, vol. 68, pp. 4627-4642, July 2020.

281

D. Ma, N. Shlezinger, T. Huang, Y. Liu, and Y. C. Eldar, "Joint Radar-Communications Strategies for Autonomous Vehicles", IEEE Transactions on Signal Processing, vol. 37 (4), pp. 85-97, July 2020.

280

L. Blech, C. Antonelli, A. Mecozzi, Y. C. Eldar, and M. Shtaif, "Enhancing the Kramers-Kronig Receiver via Dispersion-Based Spatial Diversity", Optics Letters, vol. 45 (13), pp. 3494-3497, July 2020.

279

X. Liu, T. Huang, N. Shlezinger, Y. Liu, J. Zhou, and Y. C. Eldar, "Joint Transmit Beamforming for Multiuser MIMO Communications and MIMO Radar", IEEE Transactions on Signal Processing, vol. 68, pp. 3929-3944, June 2020.

278

S.S. Ioushua, and Y. C. Eldar, "Pilot Sequence Design for Mitigating Pilot Contamination with Reduced RF Chains", IEEE Transactions on Communications, vol. 68 (5), pp. 3536-3549, June 2020.

277

T. Huang, N. Shlezinger, X. Xu, Y. Liu, and Y. C. Eldar, MAJoRCom: A Dual-Function Radar Communication System Using Index Modulation", IEEE Transactions on Signal Processing, vol. 68, pp. 3423-3438, May 2020.

276

N. Shlezinger, N. Farsad, Y. C. Eldar, and A. J. Goldsmith, "ViterbiNet: Symbol Detection Using a Deep Learning Based Viterbi Algorithm", IEEE Transactions on Wireless Communications, vol. 19 (5), pp. 3319-3331, May 2020.

275

T. Bendory, D. Edidin and Y. C. Eldar, "Blind Phaseless Short-Time Fourier Transform Recovery", IEEE Transactions on Information Theory, vol. 66 (5), pp. 3232-3241, May 2020.

274

T. Bendory, D. Edidin and Y. C. Eldar, "On Signal Reconstruction from FROG Measurements", Applied and Computational Harmonic Analysis, vol. 48 (3), pp. 1030-1044, May 2020.

273

K. Christensen-Jeffries, O. Couture, P. A. Dayton, Y. C. Eldar, K. Hynynen, F. Kiessling, M. O'Reilly, G. F. Pinton, G. Schmitz, M. Tang, M. Tanter, and R. J. G. Van Sloun, "Super-Resolution Ultrasound Imaging", Ultrasound in Medicine & Biology vol. 46 (4), pp. 865-891, April 2020.

272

K. V. Mishra, Y. C. Eldar, E. Shoshan, M. Namer and M. Meltsin, "A Cognitive Sub-Nyquist MIMO Radar Prototype", IEEE Transactions on Aerospace and Electronic Systems, vol. 56 (2), pp. 937-955, April 2020.

271

O. Solomon, R. Cohen, Y. Zhang, Y. Yang, H. Qiong, J. Luo, R. J. G. van Sloun and Y. C. Eldar, "Deep Unfolded Robust PCA with Application to Clutter Suppression in Ultrasound", vol. 39 (4), pp. 1051-1063, IEEE Transactions on Medical Imaging, April 2020.

270

L. F. O. Chamon, Y. C. Eldar, and A. Ribeiro, "Functional Nonlinear Sparse Models", IEEE Transactions on Signal Processing, vol. 68, pp. 2449-2463, March 2020.

269

Y. Tanaka and Y. C. Eldar, "Generalized Sampling on Graphs with Subspace and Smoothness Priors", IEEE Transactions on Signal Processing, vol. 68, pp. 2272-2286, March 2020.

268

S. Vilov, B. Arnal, E. Hojman, Y. C. Eldar, O. Katz and E. Bossy, "Super-Resolution Photoacoustic and Ultrasound Imaging with Sparse Arrays", Nature Scientific Reports [Online], March 2020.

267

Y. C. Eldar, W. Liao and S. Tang, “Sensor Calibration for Off-the-Grid Spectral Estimation”, Applied and Computational Harmonic Analysis, vol. 48 (2), pp. 570-598, March 2020.

266

P. Song, L. Weizman, J. F. C. Mota, Y. C. Eldar, and M. R. D. Rodrigues, "Coupled Dictionary Learning for Multi-contrast MRI Reconstruction", IEEE Transactions on Medical Imaging, vol. 39 (3), pp. 621-633, March 2020.

265

Q. Qu, Y. Zhang, Y. C. Eldar and J. Wright, "Convolutional Phase Retrieval via Gradient Descent", IEEE Transactions on Information Theory, vol. 66 (3), pp. 1785-1821, March 2020.

264

Y. Li, M. Tofighi, J. Geng, V. Monga and Y. C. Eldar, "Efficient and Interpretable Deep Blind Image Deblurring Via Algorithm Unrolling", IEEE Transactions on Computational Imaging, vol. 6, pp. 666-681, January 2020.

263

N. Shlezinger, E. Abakasanga, R. Dabora and Y. C. Eldar, "The Capacity of Memoryless Channels with Sampled Cyclostationary Gaussian Noise", IEEE Transactions on Communications, vol. 68 (1), pp. 106-121, January 2020.

262

R. J. G. van Sloun, R. Cohen, Y. C. Eldar, "Deep Learning in Ultrasound Imaging", Proceedings of the IEEE, vol. 108 (1), pp. 11-29, January 2020.

2019

261

A. Jung, A. O. Hero, A. Mara, S. Jahromi, A. Heimowitz, and Y. C. Eldar, “Semi-Supervised Learning in Network-Structured Data via Total Variation Minimization”, IEEE Transactions on Signal Processing, vol. 67, issue 24, pp. 6256-6269, December 2019.

260

S. Pinilla, T. Bendory, Y. C. Eldar and H. Arguello, "Frequency-Resolved Optical Gating Recovery via Smoothing Gradient", IEEE Transactions on Signal Processing, vol. 63, issue 23, pp. 6121-6132, December 2019.

259

F. Giovanneschi, K. V. Mishra, M. A. Gonzalez-Huici, Y. C. Eldar and J. H. G. Ender, "Dictionary Learning for Adaptive GPR Landmine Classification", IEEE Transactions on Geoscience and Remote Sensing, vol. 57, issue 12, pp. 10036-10055, December 2019.

258

T. Chernyakova, D. Cohen, M. Shoham and Y. C. Eldar, "iMAP Beamforming for High Quality High Frame Rate Imaging”, IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol. 66, issue 12, pp. 1830-1844, December 2019.

257

M. Wang, F. Gao, M. F. Flanagan, Y. Gu, N. Shlezinger, and Y. C. Eldar, "A Block Sparsity Based Estimator for mmWave Massive MIMO Channels with Beam Squint", IEEE Transactions on Signal Processing, vol. 68, pp. 49-64, November 2019.

256

P. Song, Y. C. Eldar, G. Mazor, and M. Rodrigues, "HYDRA: Hybrid Deep Magnetic Resonance Fingerprinting", Medical Physics, vol. 46, issue 11, pp. :4951-4969, November 2019.

255

U. Rossman, R. Tenne, O. Solomon, I. Kaplan-Ashiri, T. Dadosh, Y. C. Eldar and D. Oron, "Rapid Quantum Image Scanning Microscopy by Joint Sparse Reconstruction", Optica, vol. 6, issue 10, pp. 1290-1296, October, 2019.

254

O. Solomon, R. J. G. van Sloun, H. Wijkstra, M. Mischi and Y. C. Eldar, "Exploiting Flow Dynamics for Super-Resolution in Contrast-Enhanced Ultrasound", IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol. 66, issue 10, pp. 1573-1586, October 2019.

253

N. Shlezinger, O. Dicker, Y. C. Eldar, I. Yoo, M. F. Imani and D. R. Smith, "Dynamic Metasurface Antennas for Uplink Massive MIMO Systems", IEEE Transactions on Communications, vol 67, issue 10, October 2019.

252

N. Shlezinger, Y. C. Eldar and M. R. D. Rodrigues, "Hardware-Limited Task-Based Quantization", IEEE Transactions on Signal Processing, vol. 67, issue 20, pp. 5223-5238, October 2019.

251

L. Zheng, M. Lops, Y. C. Eldar and X. Wang, "Radar and Communication Co-existence: an Overview", IEEE Transactions on Signal Processing, vol. 36, issue 5, pp. 85-99, September 2019.

250

F. Zhu, F. Gao, Y. C. Eldar, and G. Qian, "Robust Simultaneous Wireless Information and Power Transfer in Beamspace Massive MIMO", IEEE Transaction on Wireless Communications, vol. 18, issue 9, pp 4199–4212, September 2019.

249

N. Shlezinger, Y. C. Eldar and M. R. D. Rodrigues, "Asymptotic Task-Based Quantization with Application to Massive MIMO", IEEE Transactions on Signal Processing, vol. 67, issue 15, pp. 3995-4012, August 2019.

248

A. M. Elbir, K. V. Mishra and Y. C. Eldar, "Cognitive Radar Antenna Selection via Deep Learning", IET Radar, Sonar & Navigation, vol. 13, issue 6, pp. 871-880, June 2019. Best Paper Award

247

S. S. Ioushua and Y. C. Eldar, "A Family of Hybrid Analog Digital Beamforming Methods for Massive MIMO Systems", IEEE Transactions on Signal Processing, vol. 16, issue 12, pp. 3243-3257, June 2019.

246

Y. Lu, W. Dai, and Y. C. Eldar, "Optimal Number of Measurements in a Linear System with Quadratically Decreasing SNR", IEEE Transactions on Signal Processing, vol. 67, issue 11, June, 2019.

245

Z. Zhu, D. Soudry, Y. C. Eldar and M. B. Wakin, "The Global Optimization Geometry of Shallow Linear Neural Networks", Journal of Mathematical Imaging and Vision, May 2019.

244

G. Feinberg, S. Mulleti, E. Shoshan and Y. C. Eldar, "Hardware Prototype Demonstration of A Cognitive Sub-Nyquist Automotive Radar", IET Electronic Letters, vol. 55, issue 9, pp. 556 – 558, May 2019.

243

Z. Yang, J. Tang, Y. C. Eldar and L. Xie, "On the Sample Complexity of Multichannel Frequency Estimation via Convex Optimization", IEEE Transactions on Information Theory, vol. 65, issue 4, pp. 2302-2315, April 2019.

242

A. Bhandari and Y. C. Eldar, "Sampling and Super-resolution of Sparse Signals Beyond the Fourier Domain", IEEE Transactions on Signal Processing, vol. 67, issue 6, pp. 1508-1521, March 2019.

241

N. Shlezinger and Y. C. Eldar, "On the Spectral Efficiency of Noncooperative Uplink Massive MIMO Systems", IEEE Transactions on Communications, vol. 67, issue 3, pp. 1956-1971, March 2019.

240

P. Sidorenko, A. Dikopoltsev, T. Zhavy, O. Lahav, S. Gazit, Y. Shechtman, A. Szameit, D. J. Tannor, Y. C. Eldar, M. Segev and O. Cohen, "Improving Techniques for Diagnostics of Laser Pulses by Compact Representations", Optics Express, vol. 27, issue 6, pp. 8920-8934, March 2019.

239

T. A. Baran, G. Franz, F. Mujica, M. S. Nadar, B. M. Sadler, Y. C. Eldar, M. Haardt and P. Willett, "An Industry and Government Perspective on Challenges and Open Problems in Signal Processing", IEEE Transactions on Signal Processing, vol. 36, issue 2, pp. 125-131, March 2019.

238

O. Solomon, Y. C. Eldar, M. Mutzafi and M. Segev, "SPARCOM: Sparsity Based Super-Resolution Correlation Microscopy", SIAM Journal on Imaging Sciences, vol. 12, issue 1, pp. 392-419, February 2019.

237

S. Na, K. V. Mishra, Y. Liu, Y. C. Eldar and X. Wang, "TenDSuR: Tensor-Based 4D Sub-Nyquist Radar", IEEE Transactions on Signal Processing, vol. 26, issue 2, pp. 237-241, February 2019.

236

A. Kipnis, A. J. Goldsmith and Y. C. Eldar, "The Distortion-Rate Function of Sampled Wiener Processes", IEEE Transactions on Information Theory, vol. 65, issue 1, pp. 482-499, January 2019.

2018

235

C. Wang, Y. C. Eldar and Y. M. Lu, "Subspace Estimation from Incomplete Observations: A High-Dimensional Analysis", IEEE Journal of Selected Topics in Signal Processing, vol. 12, issue 6, pp. 1240-1252, December 2018.

234

R. Cohen and Y. C. Eldar, "Sparse Doppler Sensing Based on Nested Arrays", IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol. 65, issue 12, pp. 2349-2364, December 2018.

233

R. Cohen and Y. C. Eldar, "Sparse Convolutional Beamforming for Ultrasound Imaging", IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol. 65, issue 12, pp. 2390-2406, December 2018.

232

A. Bar-Zion, O. Solomon, C. Tremblay-Darveau, D. Adam and Y. C. Eldar, "SUSHI: Sparsity-based Ultrasound Super-resolution Hemodynamic Imaging", IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control, vol. 65, issue 12, pp. 2365-2380, December 2018.

231

J. N. Shim, H. Park, C. B. Chae, D. K. Kim and Y. C. Eldar, "Cramer-Rao Lower Bound on AoA Estimation Using an RF Lens-Embedded Antenna Array", IEEE Antennas and Wireless Propagation Letters, vol. 17, issue 12, pp. 2359-2363, December 2018.

230

Y. C. Eldar, "Recovering Lost Information in The Digital World", SIAM News, vol. 51, issue 9, pp. 1-2, November 2018.

229

D. Cohen and Y. C. Eldar, "Sub-Nyquist Radar Systems: Temporal, Spectral and Spatial Compression ", IEEE Transactions on Signal Processing, vol. 35, issue 6, pp. 35-58, November 2018.

228

T. Huang, Y. Liu, X. Xu, Y. C. Eldar and X. Wang, "Analysis of Frequency Agile Radar via Compressed Sensing", IEEE Transactions on Signal Processing, vol. 66, issue 23, pp. 6228-6240, December 2018.

227

I. Rozenberg, Y. Beck, Y. C. Eldar and Y. Levron, "Sparse Estimation of Faults by Compressed Sensing with Structural Constraints", IEEE Transactions on Power Systems, vol. 33, issue 6, pp. 5935-5944, November 2018.

226

T. Chernyakova, R. Cohen, R. Mulayoff, Y. Sde-Chen, C. Frascini, J. Bercoff and Y. C. Eldar, “Fourier Domain Beamforming and Structure-Based Reconstruction for Plane-Wave Imaging”, IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol. 65, issue 10, pp. 1810-1821, October 2018.

225

G. Mazor, L. Weizman, A. Tal and Y. C. Eldar, "Low Rank Magnetic Resonance Fingerprinting", Medical Physics, vol. 45, issue 9, pp. 4066-4084, September 2018. Selected for the Editor's Choice column.

224

A. Kipnis, Y. C. Eldar and A. J. Goldsmith, "Fundamental Distortion Limits of Analog-to-Digital Compression", IEEE Transactions on Information Theory, vol. 64, issue 9, pp. 6013-6033, September 2018.

223

D. Cohen, D. Cohen, Y. C. Eldar and A. M. Haimovich, "SUMMeR: Sub-Nyquist MIMO Radar", IEEE Transactions on Signal Processing, vol. 66, issue 16, pp. 4315-4330, August 2018.

222

O. Solomon, M. Mutzafi, M. Segev and Y. C. Eldar, "Sparsity-based Super-resolution Microscopy from Correlation Information", Optics Express, vol. 26, issue 14, pp. 18238-18269, July 2018.

221

D. Cohen, K. V. Mishra and Y. C. Eldar, "Spectrum Sharing Radar: Coexistence via Xampling", IEEE Transactions on Aerospace and Electronic Systems, vol. 54, issue 3, pp. 1279-1296, June 2018.

220

A. Kipnis, A. Goldsmith and Y. C. Eldar, "Analog-to-Digital Compression: A New Paradigm for Converting Signals to Bits", IEEE Transactions on Signal Processing, vol. 35, issue 3, pp. 16-39, May 2018.

219

A. Kipnis, A. J. Goldsmith and Y. C. Eldar, "The Distortion Rate Function of Cyclostationary Gaussian Processes", IEEE Transactions on Information Theory, vol. 64, issue 5, pp. 3810-3824, May 2018.

218

R. Giryes, Y. C. Eldar, A. M. Bronstein and G. Sapiro, "Tradeoffs between Convergence Speed and Reconstruction Accuracy in Inverse Problems", IEEE Transactions on Signal Processing, vol. 66, issue 7, pp. 1676-1690, April 2018.

217

T. Routtenberg and Y. C. Eldar, "Centralized Identification of Imbalances in Power Networks with Synchrophasor Data", IEEE Transactions on Power Systems, vol. 33, issue 2, pp. 1981-1992, March 2018.

216

G. Wang, G. B. Giannakis and Y. C. Eldar, "Solving Systems of Random Quadratic Equations via Truncated Amplitude Flow", IEEE Transactions on Information Theory, vol. 64, issue 2, pp. 773-794, February 2018.

215

E. Pauwels, A. Beck, Y. C. Eldar and S. Sabach, "On Fienup Methods for Sparse Phase Retrieval", IEEE Transactions on Signal Processing, vol. 66, issue 4, pp. 982-991, February 2018.

214

D. Cohen, S. Tsiper and Y. C. Eldar, "Analog to Digital Cognitive Radio: Sampling, Detection and Hardware", IEEE Transactions on Signal Processing, vol. 35, issue 1, pp. 137-166, January 2018.

213

T. Bendory, Y. C. Eldar and N. Boumal, "Non-Convex Phase Retrieval from STFT Measurements", IEEE Transactions on Information Theory, vol. 64, issue 1, pp. 467-484, January 2018.

212

K. Guo, Z. Zhang, S. Jiang, J. Liao, J. Zhong, G. Zheng and Y. C. Eldar, "13-Fold Resolution Gain through Turbid Layer via Translated Unknown Speckle Illumination", Biomedical Optics Express, vol. 9, issue 1, pp. 260-275, January 2018.

211

N. Shlezinger, R. Dabora and Y. C. Eldar, "Measurement Matrix Design for Phase Retrieval Based on Mutual Information", IEEE Transactions on Signal Processing, vol. 66, issue 2, pp. 324-339, January 2018.

2017

210

H. Frostig, T. Bayer, Y. C. Eldar and Y. Silberberg, “Revealing True Coupling Strengths in Two-Dimensional Spectroscopy with Sparsity-Based Signal Recovery”, Light: Science & Applications, vol. 6, pp. e17115, December 2017.

209

A. Lahav, T. Chernyakova and Y. C. Eldar, "FoCUS: Fourier-based Coded Ultrasound", IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol. 64, issue 12, pp. 1828-1839, December 2017.

208

Y. C. Eldar, A. O. Hero III, L. Deng, J. Fessler, J. Kovacevic, H. V. Poor and S. Young, "Challenges and Open Problems in Signal Processing: Panel Discussion Summary from ICASSP 2017", IEEE Transactions on Signal Processing, vol. 34, issue 6, pp. 8-23, November 2017.

207

K. Aberman and Y. C. Eldar, "Sub-Nyquist SAR via Fourier Domain Range-Doppler Processing", IEEE Transactions on Geoscience and Remote Sensing, vol. 55, issue 11, pp. 6228-6244, November 2017.

206

L. Weizman, K. Miller, Y. C. Eldar and M. Chiew, "PEAR: PEriodic And fixed Rank separation for fast fMRI", Medical Physics, vol. 44, issue 12, pp. 6166-6182, October 2017.

205

S. Tsiper, O. Dicker, I. Kaizerman, Z. Zohar, M. Segev and Y. C. Eldar, "Sparsity-Based Super-Resolution for SEM Images", Nano Letters, vol. 17, issue 9, pp. 5437-5445, August 2017.

204

O. Lev, T. Wiener, D. Cohen and Y. C. Eldar, "WINDOW: Wideband Demodulator for Optical Waveforms", Optics Express, vol. 25, issue 16, pp. 19444-19456, August 2017.

203

D. Oren, M. Mutzafi, Y. C. Eldar and M. Segev, "Quantum State Tomography with a Single Measurement Setup", Optica, vol. 4, issue 8, pp. 993-999, August 2017.

202

N. Vaswani, S. Nayer and Y. C. Eldar, "Low Rank Phase Retrieval", IEEE Transactions on Signal Processing, vol. 65, issue 15, pp. 4059-4074, August 2017.

201

D. Cohen and Y. C. Eldar, "Sub-Nyquist Cyclostationary Detection for Cognitive Radio", IEEE Transactions on Signal Processing, vol. 65, issue 11, pp. 3004-3019, June 2017.

200

Y. Chen, A. Goldsmith and Y. C. Eldar, "Minimax Capacity Loss Under Sub-Nyquist Universal Sampling", IEEE Transactions on Information Theory, vol. 63, issue 6, pp. 3348-3367, June 2017.

199

T. Bendory, P. Sidorenko and Y. C. Eldar, "On the Uniqueness of FROG Methods", IEEE Transactions on Signal Processing, vol. 24, issue 5, pp. 722-726, May 2017.

198

S. S. Ioushua, O. Yair, D. Cohen and Y. C. Eldar, "CaSCADE: Compressed Carrier and DOA Estimation", IEEE Transactions on Signal Processing, vol. 65, issue 10, pp. 2645-2658, May 2017.

197

D. Adams, B. Murmann and Y. C. Eldar, "A Mixer Frontend for a Four-Channel Modulated Wideband Converter with 62 dB Blocker", IEEE Journal of Solid-State Circuits, vol. 52, issue 5, pp. 1286-1294, April 2017.

196

E. Hojman, T. Chaigne, O. Solomon, S. Gigan, E. Bossy, O. Katz and Y. C. Eldar, "Photoacoustic Imaging Beyond the Acoustic Diffraction-Limit with Dynamic Speckle Illumination and Sparse Joint Support Recovery", Optics Express, vol. 25, issue 5, pp. 4875-4886, March 2017.

195

D. Kogan, Y. C. Eldar and D. Oron, "On The 2D Phase Retrieval Problem", IEEE Transactions on Signal Processing, vol. 65, issue 4, pp. 1058-1067, February 2017.

194

A. Kiperwas, D. Rosenfeld and Y. C. Eldar, "The SPURS Algorithm for Resampling an Irregularly Sampled Signal onto a Cartesian Grid", IEEE Transactions on Medical Imaging, vol. 36, issue 2, pp. 628-640, February 2017.

193

A. Bar-Zion, C. Tremblay-Darveau, O. Solomon, D. Adam and Y. C. Eldar, "Fast Vascular Ultrasound Imaging with Enhanced Spatial Resolution and Background Rejection", IEEE Transactions on Medical Imaging, vol. 36, issue 1, pp. 169-180, January 2017.

192

J. P. Wilde, J. W. Goodman, Y. C. Eldar, and Y. Takashima, "Coherent Superresolution Imaging via Grating-Based Illumination", Applied Optics, vol. 56, issue 1, pp. A79-A88, January 2017.

2016

191

A. M. Tillmann, Y. C. Eldar and J. Mairal, "DOLPHIn-Dictionary Learning for Phase Retrieval", IEEE Transactions on Signal Processing, vol. 64, issue 24, pp. 6485-6500, December 2016.

190

K. Huang, Y. C. Eldar and N. Sidiropoulos, "Phase Retrieval from 1D Fourier Measurements: Convexity, Uniqueness, and Algorithms", IEEE Transactions on Signal Processing, vol. 64, issue 23, pp. 6105-6117, December 2016.

189

J. Liao, L. Bian, Z. Bian, Z. Zhang, C. Patel, K. Hoshino, Y. C. Eldar, and G. Zheng, "Single-Frame Rapid Autofocusing for Brightfield and Fluorescence Whole Slide Imaging", Biomedical Optics Express, vol. 7, issue 11, November 2016.

188

L. Weizman, Y. C. Eldar and D. Ben Bashat, "Reference-Based MRI", Medical Physics, vol. 43, issue 10, pp. 5357-5369, October 2016.

187

Y. C. Eldar, N. Hammen and D. Mixon, "Recent Advances in Phase Retrieval", IEEE Transactions on Signal Processing, vol. 33, issue 5, pp. 158-162, September 2016.

186

T. T. Cai, Y. C. Eldar and X. Li, "Global Testing Against Sparse Alternatives in Time-Frequency Analysis", Annals of Statistics, vol. 44, issue 4, pp. 1438–1466, July 2016.

185

Z. M. Grinspan, Y. C. Eldar, D. Gopher, A. Gottlieb, R. Lammfromm, H. S. Mangat, N. Peleg, S. Pon, I. Rozenberg, N. D. Schiff, D. E. Stark, P. Yan, H. Pratt, B. E. Kosofsky, "Guiding Principles for a Pediatric Neurology ICU (neuroPICU) Bedside Multimodal Monitor: Findings from an International Working Group", Applied Clinical Informatics, vol. 7, issue 2, pp. 380-398, 2016.

184

K. Jaganathan, Y. C. Eldar and B. Hassibi, "STFT Phase Retrieval: Uniqueness Guarantees and Recovery Algorithms", IEEE Journal of Selected Topics in Signal Processing, vol. 10, issue 4, pp. 770-781, June 2016.

183

A. Burshtein, M. Birk, T. Chernyakova, A. Eilam, A. Kempinski and Y. C. Eldar, "Sub-Nyquist Sampling and Fourier Domain Beamforming in Volumetric Ultrasound Imaging", IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol. 63, issue 5, pp.703-716, May 2016.

182

A. Gonen, D. Rosenbaum, Y. C. Eldar and S. Shalev-Swartz, "Subspace Learning with Partial Information", Journal of Machine Learning Research, vol. 17, issue 52, pp. 1−21, April 2016.

181

D. Oren, Y. Shechtman, M. Mutzafi, Y. C. Eldar and M. Segev, "Sparsity-Based Recovery of Three-Photon Quantum States from Two-Fold Correlations", Optica, vol. 3, issue 3, pp. 226-232, March 2016.

180

A. Jung, Y. C. Eldar and N. Görtz, "On the Minimax Risk of Dictionary Learning", IEEE Transactions on Information Theory, vol. 62, issue 3, pp. 1501-1515, March 2016.

179

A. Kipnis, A. J. Goldsmith, Y. C. Eldar and T. Weissman, "Distortion-Rate Function of Sub-Nyquist Sampled Gaussian Sources", IEEE Transactions on Information Theory, vol. 62, issue 1, pp. 401-429, January 2016.

2015

178

D. S. Weller, A. Pnueli, G. Divon, O. Radzyner, Y. C. Eldar and J. A. Fessler, "Undersampled Phase Retrieval with Outliers", IEEE Transactions Computational Imaging, vol. 1, issue 4, pp. 247-258, December 2015.

177

T. Bendory and Y. C. Eldar, "Recovery of Sparse Positive Signals on the Sphere from Low Resolution Measurements", IEEE Transactions on Signal Processing, vol. 22, issue 12, pp. 2383-2386, December 2015.

176

P. Sidorenko, A. Fleischer, Y. Shechtman, Y. C. Eldar, M. Segev and O. Cohen, "Sparsity-Based Super-Resolved Coherent Diffraction Imaging of One-Dimensional Objects", Nature Communications, September 2015.

175

L. Weizman, Y. C. Eldar and D. Ben Bashat, "Compressed Sensing for Longitudinal MRI: An Adaptive-Weighted Approach", Medical Physics Journal, vol. 42, issue 9, pp. 5195-5208, August 2015.

174

M. Mutzafi, Y. Shechtman, Y. C. Eldar, O. Cohen and M. Segev, "Sparsity-Based Ankylography for Recovering 3D Molecular Structures from Single-Shot 2D Scattered Light Intensity", Nature Communications, August 2015.

173

H. Kim, A. Haimovich and Y. C. Eldar, "Non-Coherent Direction of Arrival Estimation from Magnitude-Only Measurements", IEEE Transactions on Signal Processing, vol. 22, issue 7, pp. 925-929, July 2015.

172

E. J. Candès, Y. C. Eldar, T. Strohmer, and V. Voroninski, "Phase Retrieval via Matrix Completion"Phase Retrieval with Application, SIREV, vol. 57, issue 2, pp. 225-251 (reprint of the paper that appeared in SIAM Journal on Imaging Sciences 2013 with an extended introduction).

171

S. Oymak, A. Jalali, Y. C. Eldar, B. Hassibi and M. Fazel, "Simultaneously Structured Models with Application to Sparse and Low-rank Matrices", IEEE Transactions on Information Theory, vol. 61, issue 5, pp. 2886-2908, May 2015.

170

Y. Shechtman, Y. C. Eldar, O. Cohen, H. N. Chapman, J. Miao and M. Segev, "Phase Retrieval with Application to Optical Imaging: A Contemporary Overview", IEEE Transactions on Signal Processing, vol. 32, issue 3, pp. 87-109, May 2015.

169

Y. C. Eldar, P. Sidorenko, D. G. Mixon, S. Barel and O. Cohen, "Sparse Phase Retrieval from Short-Time Fourier Measurements", IEEE Transactions on Signal Processing, vol. 22, issue 5, pp. 638-642, May 2015.

168

S. Maymon and Y. C. Eldar, "The Viterbi Algorithm for Subset Selection", IEEE Transactions on Signal Processing, vol. 22, issue 5, pp. 524-528, May 2015.

167

H. Frostig, T. Bayer, N. Dudovich, Y. C. Eldar and Y. Silberberg, "Single-Beam Spectrally Controlled Two-Dimensional Raman Spectroscopy", Nature Photonics, vol. 9, pp. 339-343, April 2015.

166

T. Wimalajeewa, Y. C. Eldar and P. K. Varshney, "Subspace Recovery From Structured Union of Subspaces", IEEE Transactions on Information Theory, vol. 61, issue 4, pp. 2101-2114, April 2015.

165

Y. C. Eldar, R. Levi and A. Cohen, "Clutter Removal in Sub-Nyquist Radar", IEEE Transactions on Signal Processing, vol. 22, issue 2, pp. 177-181, February 2015.

164

Y. Chen, A. J. Goldsmith and Y. C. Eldar, "Backing Off From Infinity: Performance Bounds via Concentration of Spectral Measure for Random MIMO Channels", IEEE Transactions on Information Theory, vol. 61, issue 1, pp. 366-387, January 2015.

2014

163

Z. Tan, Y. C. Eldar and A. Nehorai, "Direction of Arrival Estimation Using Co-prime Arrays: A Super Resolution Viewpoint", IEEE Transactions on Signal Processing, vol. 62, issue 21, pp. 5565-5576, November 2014.

162

A. Jung, S. Schmutzhard, F. Hlawatsch, Z. Ben-Haim and Y. C. Eldar, "Minimum Variance Estimation of a Sparse Vector within the Linear Gaussian Model: An RKHS Approach", IEEE Transactions on Information Theory, vol. 60, issue 10, pp. 6555-6575, October 2014.

161

H. Ohlsson, Y. C. Eldar, A. Y. Yang and S. S. Sastry, "Compressive Shift Retrieval", IEEE Transactions on Signal Processing, vol 62, issue 16, pp. 4105-4113, August 2014.

160

D. Cohen and Y. C. Eldar, "Sub-Nyquist Sampling for Power Spectrum Sensing in Cognitive Radios: A Unified Approach", IEEE Transactions on Signal Processing, vol. 62, issue 15, pp. 3897-3910, August 2014.

159

Y. Chen, A. J. Goldsmith and Y. C. Eldar, "Channel Capacity Under Sub-Nyquist Nonuniform Sampling", IEEE Transactions on Information Theory, vol. 60, issue 8, pp. 4739-4756, August 2014.

158

S. Patterson, Y. C. Eldar and I. Keidar, "Distributed Compressed Sensing For Static and Time-Varying Networks", IEEE Transactions on Signal Processing, vol. 62, issue 19, pp. 4931-4946, July 2014.

157

T. Chernyakova and Y. C. Eldar, "Fourier Domain Beamforming: The Path to Compressed Ultrasound Imaging", IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, vol. 61, issue 8, pp. 1252-1267, July 2014. Best Paper Award

156

O. Bar-Ilan and Y. C. Eldar, "Sub-Nyquist Radar via Doppler Focusing", IEEE Transactions on Signal Processing, vol. 62, issue 7, pp. 1796-1811, April 2014.

155

Z. Tan, Y. C. Eldar, A. Beck and A. Nehorai, "Smoothing and Decomposition for Analysis Sparse Recovery", IEEE Transactions on Signal Processing, vol. 62, issue 7, pp. 1762-1774, April 2014.

154

E. Baransky, G. Itzhak, I. Shmuel, N. Wagner, E. Shoshan and Y. C. Eldar, "A Sub-Nyquist Radar Prototype: Hardware and Algorithms", IEEE Transactions on Aerospace and Electronic Systems, vol. 50, issue 2, pp. 809-822, April 2014.

153

Y. Shechtman, A. Beck and Y. C. Eldar, "GESPAR: Efficient Phase Retrieval of Sparse Signals", IEEE Transactions Signal Processing, vol. 62, issue 4, pp. 928-938, February 2014.

152

M. Rossi, A. Haimovich and Y. C. Eldar, "Spatial Compressive Sensing for MIMO Radar", IEEE Transactions Signal Processing, vol. 62, issue 2, pp. 419-430, January 2014.

2013

151

Y. Chi, Y. C. Eldar and R. Calderbank, "PETRELS: Parallel Estimation and Tracking of Subspace by Recursive Least Squares", IEEE Transactions on Signal Processing, vol. 61, issue 23, pp. 5947-5959, December 2013.

150

Y. Shechtman, E. Small, Y. Lahini, M. Verbin, Y. C. Eldar, Y. Silberberg and M. Segev, "Sparsity-Based Super-Resolution and Phase-Retrieval in Waveguide Arrays", Optics Express, vol. 21, issue 20, pp. 24015-24024, October 2013.

149

A. Beck and Y. C. Eldar, "Sparsity Constrained Nonlinear Optimization: Optimality Conditions and Algorithms", SIAM Optimization, vol. 23, issue 3, pp. 1480-1509, October 2013.

148

Y. C. Eldar and S. Mendelson, "Phase Retrieval: Stability and Recovery Guarantees", Applied and Computational Harmonic Analysis, Elsevier, September 2013.

147

Y. Chen, Y. C. Eldar and A. J. Goldsmith, "Shannon Meets Nyquist: Capacity of Sampled Gaussian Channels", IEEE Transactions on Information Theory, vol. 59, issue 8, pp. 4889-4914, August 2013.

146

I. Wajid, M. Pesavento and Y. C. Eldar, "Robust Downlink Beamforming with Partial Channel State Information for Conventional and Cognitive Radio Networks", IEEE Transactions on Signal Processing, vol. 61, issue 14, pp. 3656-3670, July 2013.

145

X. Li, A. Rueetschi, A. Scaglione and Y. C. Eldar, "Compressive Link Acquisition in Multiuser Communications", IEEE Transactions on Signal Processing, vol. 61, issue 12, pp. 3229-3245, July 2013.

144

Y. Shechtman, Y. C. Eldar, O. Cohen and M. Segev, "Efficient Coherent Diffractive Imaging for Sparsely Varying Dynamics",Optics Express, vol. 21, issue 5, pp. 6327-6338, March 2013.

143

Y. Xie, Y. C. Eldar and A. Goldsmith, "Reduced-Dimension Multiuser Detection", IEEE Transactions on Information Theory, vol. 59, issue 6, pp. 3858-3874, February 2013.

142

E. J. Candes, Y. C. Eldar, T. Strohmer and V. Voroninski, "Phase Retrieval via Matrix Completion", SIAM Journal on Imaging Sciences, vol. 6, issue 1, pp. 199-225, February 2013. Best Paper Award

2012

141

T. Michaeli, Y. C. Eldar and G. Sapiro, "Semi-Supervised Single and Multi-Domain Regression with Multi-Domain Training", Information and Inference: A Journal of the IMA 2012, issue 1, pp. 68-97 December, 2012.

140

S. Farkash-Amar, Y. David, A, Polten, H. Hezroni, Y. C. Eldar, E. Meshorer, Z. Yakhini, I. Simon, "Systematic Determination of Replication Activity Type Highlights Interconnections between Replication, Chromatin Structure and Nuclear Localization", PLOS ONE, November 2012.

139

G. Nave, Y. Eldar, G. Inbar, A. Sinai, H. Pratt and M. Zaaroor, "Real Time Change Detection of Steady State Evoked Potentials", journal of Biological Cybernetics, vol. 107, issue 1, pp. 49-59, October 2013.

138

N. Wagner, Y. C. Eldar and Z. Friedman, "Compressed Beamforming in Ultrasound Imaging", IEEE Transactions on Signal Processing, vol. 60, issue 9, pp. 4643-4657, September 2012.

137

Z. Ben-Haim, T. Michaeli and Y. C. Eldar, "Performance Bounds and Design Criteria for Estimating Finite Rate of Innovation Signals", IEEE Transactions Information Theory, vol. 58, issue 8, pp. 4993-5015, August 2012.

136

X. Li, A. Rueetschi, Y. C. Eldar and A. Scaglione, "GPS Signal Acquisition via Compressive Multichannel Sampling", Physical Communication, Elsevier, Special issue on Compressive Sensing in Communications, vol. 5, issue 2, pp. 173-184, June 2012.

135

T. Peleg, Y. C. Eldar and M. Elad, "Exploiting Statistical Dependencies in Sparse Representations for Signal Recovery", IEEE Transactions on Signal Processing, vol. 60, issue 5, pp. 2286-2303, May 2012.

134

T. Michaeli, D. Sigalov and Y. C. Eldar, "Partially Linear Estimation with Application to Sparse Signal Recovery from Measurement Pairs", IEEE Transactions on Signal Processing, vol. 60, issue 5, pp. 2125-2137, May 2012.

133

K. Rosenblum, L. Zelnik-Manor and Y. C. Eldar, "Dictionary Optimization for Block-Sparse Representations", IEEE Transactions on Signal Processing, vol. 60, issue 5, pp. 2386-2395, May 2012.

132

Y. C. Eldar, D. Needell and Y. Plan, "Uniqueness Conditions For Low-Rank Matrix Recovery", Applied and Computational Harmonic Analysis, April 2012.

131

A. Szameit, Y. Shechtman, E. Osherovich, E. Bullkich, P. Sidorenko, H. Dana, S. Steiner, E. B. Kley, S. Gazit, T. Cohen-Hyams, S. Shoham, M. Zibulevsky, I. Yavneh, Y. C. Eldar, O. Cohen and M. Segev, "Sparsity-Based Single-Shot Subwavelength Coherent Diffractive Imaging", Nature Materials [Online],Supplementary Info, April 2012.

130

E. Matusiak and Y. C. Eldar, "Sub-Nyquist Sampling of Short Pulses", IEEE Trans. Signal Processing, vol. 60, issue 3, pp. 1134-1148, March 2012.

129

T. Michaeli and Y. C. Eldar, "Xampling at the Rate of Innovation", IEEE Transactions on Signal Processing, vol. 60, issue 3, pp. 1121-1133, March 2012.

128

M. E. Davies and Y. C. Eldar, "Rank Awareness in Joint Sparse Recovery", IEEE Trans. on Info. Theory., vol. 58, issue 2, pp. 1135-1146, February 2012

2011

127

A. Jung, Z. Ben-Haim, F. Hlawatsch and Y. C. Eldar, "Unbiased Estimation of a Sparse Vector in White Gaussian Noise", IEEE Transactions Information Theory, vol. 57, issue 12, pp. 7856-7876, December 2011.

126

M. Mishali and Y. C. Eldar, "Sub-Nyquist Sampling: Bridging Theory and Practice", IEEE Transactions on Signal Processing, vol. 28, issue 6, pp. 98-124, November 2011.

125

S. Gleichman and Y. C. Eldar, "Blind Compressed Sensing", IEEE Transactions on Information Theory, vol. 57, issue 10, pp. 6958-6975, October 2011.

124

Y. C. Eldar and D. Needell, "Acceleration of Randomized Kaczmarz Method via the Johnson-Lindenstrauss Lemma", Numerical Algorithms, vol. 58, issue 2, pp. 163-177, October 2011.

123

M. Mishali, Y. C. Eldar and A. Elron, "Xampling: Signal Acquisition and Processing in Union of Subspaces", IEEE Transactions on Signal Processing, vol. 59, issue 10, pp. 4719-4734, October 2011 .

122

Z. Ben-Haim and Y. C. Eldar, "Near-Oracle Performance of Greedy Block-Sparse Estimation Techniques From Noisy Measurements", IEEE Journal of Selected Topics in Signal Processing, vol. 5, issue 5, pp. 1032-1047, September 2011.

121

M. Duarte and Y. C. Eldar, "Structured Compressed Sensing: From Theory to Applications", an overview paper in IEEE Transactions on Signal Processing, vol. 59, issue 9, pp. 4053-4085, September 2011. Best Paper Award

120

P. Sprechmann, I. Ramirez, G. Sapiro and Y. C. Eldar, "C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework", IEEE Transactions on Signal Processing, vol. 59, issue 9, pp. 4183-4198, September 2011.

119

K. Rosenblum, L. Zelnik-Manor and Y. C. Eldar, "Sensing Matrix Optimization for Block-Sparse Decoding", IEEE Transactions on Signal Processing, vol. 59, issue 9, pp. 4300-4312, September 2011.

118

E. Arias-Castro and Y. C. Eldar, "Noise Folding in Compressed Sensing", IEEE Transactions on Signal Processing, vol. 18, issue 8, pp. 478-481, August 2011.

117

O. Srour, J. D. Young and Y. C. Eldar, "Fluxomers: A new Approach for 13C Metabolic Flux Analysis", BMC Systems Biology, vol. 5, issue 1, pp. 5-129, August 2011.

116

Y. Shechtman, Y. C. Eldar, A. Szameit and M. Segev, "Sparsity Based Sub-Wavelength Imaging with Partially Incoherent Light Via Quadratic Compressed Sensing", Optics Express, vol. 19, issue 16, pp. 14807-14822, August 2011.

115

E. J. Candes, Y. C. Eldar, D. Needell and P. Randall, "Compressed Sensing with Coherent and Redundant Dictionaries", Applied and Computational Harmonic Analysis, vol. 31, issue 1, pp. 59-73, July 2011.

114

M. Mishali and Y. C. Eldar, "Wideband Spectrum Sensing at Sub-Nyquist Rates", IEEE Transactions on Signal Processing, vol. 28, issue 4, pp. 102-135, July 2011. Best Paper Award

113

W. U. Bajwa, K. Gedalyahu and Y. C. Eldar, "Identification of Parametric Underspread Linear Systems and Super-Resolution Radar", IEEE Transactions on Signal Processing, vol. 59, issue 6, pp. 2548-2561, June 2011.

112

T. Michaeli and Y. C. Eldar, "Hidden Relationships: Bayesian Estimation with Partial Knowledge", IEEE Transactions on Signal Processing, vol. 59, issue 5, pp. 1933-1948, May 2011.

111

T. Michaeli, V. Pohl and Y. C. Eldar, "U-Invariant Sampling: Extrapolation and Causal Interpolation From Generalized Samples", IEEE Transactions on Signal Processing, vol. 59, issue 5, pp. 2085-2100, May 2011.

110

R. Tur, Y. C. Eldar and Z. Friedman, "Innovation Rate Sampling of Pulse Streams with Application to Ultrasound Imaging", IEEE Transactions on Signal Processing, vol. 59, issue 4, pp. 1827-1842, April 2011.

109

K. Gedalyahu, R. Tur and Y. C. Eldar, "Multichannel Sampling of Pulse Streams at the Rate of Innovation", IEEE Transactions on Signal Processing, vol. 59, issue 4, pp. 1491-1504, April 2011.

108

M. Mishali, Y. C. Eldar, O. Dounaevsky and E. Shoshan, "Xampling: Analog to Digital at Sub-Nyquist Rates", IET Circuits, Devices & Systems, vol. 5, issue 1, pp. 8-20, January 2011. Best Paper Award

107

R. Giryes, M. Elad and Y. C. Eldar, "The Projected GSURE for Automatic Parameter Tuning in Iterative Shrinkage Methods", Applied and Computational Harmonic Analysis, vol. 30, pp. 407-422, 2011.

2010

106

A. Szameit, Y. Shechtman, S. Gazit, Y. C. Eldar and M. Segev, "Sparsity-Based Reconstruction of Sub wavelength Images from their Optical Far-Field", OPN Optics & Photonics News, vol. 21, issue 12, pp. 26, December 2010.

105

Z. Ben-Haim, Y. C. Eldar and M. Elad, "Coherence-Based Performance Guarantees for Estimating a Sparse Vector Under Random Noise", IEEE Transactions on Signal Processing, vol. 58, issue 10, pp. 5030-5043 October 2010.

104

Y. Chen, A. Wiesel, Y. C. Eldar and A. O. Hero III, "Shrinkage Algorithms for MMSE Covariance Estimation", IEEE Transactions on Signal Processing, vol. 58, issue 10, pp. 5016-5029, October 2010.

103

A. Beck and Y. C. Eldar, "Structured Total Maximum Likelihood: An Alternative to Structured Total Least-Squares", SIAM. J. Matrix Anal. & Appl, vol. 31, issue 5, pp. 2623-2649, September 2010.

102

A. Danon, N. Zeevi-Levin, D. Y. Pinkovich, T. Michaeli, A. Berkovich, M. Flugelman, Y. C. Eldar, M. R. Rosen and O. Binah, "Hypoxia Causes Connexin 43 Internalization in Neonatal Rat Ventricular Myocytes", General Physiology and Biophysics, issue issue 3, vol. 29, p. 222-233, September 2010.

101

K. Gedalyahu and Y. C. Eldar, "Time-Delay Estimation From Low-Rate Samples: A Union of Subspaces Approach", IEEE Transactions on Signal Processing, vol. 58, issue 6, pp. 3017-3031, June 2010.

100

Y. C. Eldar, P. Kuppinger and H. Bolcskei, "Block-Sparse Signals: Uncertainty Relations and Efficient Recovery", IEEE Transactions on Signal Processing, vol. 58, issue 6, pp. 3042-3054, June 2010.

Z. Ben-Haim and Y. C. Eldar, "The Cramér–Rao Bound for Estimating a Sparse Parameter Vector", IEEE Transactions of Signal Processing, vol. 58, issue 6, pp. 3384-3389, June 2010.

Y. C. Eldar and P. Volker, "Recovering Signals From Lowpass Data", IEEE Trans. Signal Processing, vol. 58, issue 5, pp. 2636-2646, May 2010.

E. Matusiak, T. Michaeli and Y. C. Eldar, "Noninvertible Gabor Transforms", IEEE Transactions on Signal Processing, vol. 58, issue 5, pp. 2597-2612, May 2010.

Y. Shechtman, S. Gazit, A. Szameit, Y. C. Eldar, and M. Segev, "Super-Resolution and Reconstruction of Sparse Images Carried by Incoherent Light", Optics Letters vol. 35, issue 8, pp. 1148-1150, April 2010.

M. Mishali and Y. C. Eldar, "From Theory to Practice: Sub-Nyquist sampling of Sparse Wideband Analog Signals", IEEE Journal of Selected Topics on Signal Processing, vol. 4, issue 2, pp. 375-391, April 2010. Best Paper Award

A. Wiesel, Y. C. Eldar and A. O. Hero III, "Covariance Estimation in Decomposable Gaussian Graphical Models", IEEE Transactions on Signal Processing, vol. 58, issue 3, pp. 1482-1492, March 2010.

T. Faktor, T. Michaeli, and Y. C. Eldar, "Nonlinear and Nonideal Sampling Revisited", IEEE Transactions on Signal Processing, vol. 17, issue 2, pp. 205-208, February 2010.

Y. C. Eldar and H. Rauhut, "Average Case Analysis of Multichannel Sparse Recovery Using Convex Relaxation", IEEE Transactions on Information Theory, vol. 56, issue 1, pp. 505-519, January 2010.

2009

I. Diamant, Y. C. Eldar, O. Rokhlenko, E. Ruppin and T. Shlomi, "A Network-Based Method for Predicting Gene-Nutrient Interactions and Its Applications to Yeast Amino-Acid Metabolism", IMolecular Systems, issue 5, pp. 1732-1739, 2009.

S. Gazit, A. Szameit, Y. C. Eldar and M. Segev, "Super-Resolution and Reconstruction of Sparse Sub-Wavelength Images", Optics Express, vol. 17, issue 26, pp. 23920-23946, December 2009.

Y. C. Eldar, "Uncertainty Relations for Shift-Invariant Analog Signals", IEEE Transactions on Information Theory, vol. 55, issue 12, pp. 5742-5757, December 2009.

Z. Ben-Haim and Y. C. Eldar, "A Lower Bound on the Bayesian MSE Based on the Optimal Bias Function", IEEE Transactions on Information Theory, vol. 55, issue 11, pp. 5179-5196, November 2009.

Y. C. Eldar and M. Mishali, "Robust Recovery of Signals From a Structured Union of Subspaces", IEEE Transactions on Information Theory, vol. 55, issue 11, pp. 5302-5316, November 2009.

T. Dvorkind and Y. C. Eldar, "Robust and Consistent Sampling", IEEE Transactions on Signal Processing, vol. 16, issue 9, pp. 739-742, September 2009.

Y. C. Eldar, "Compressed Sensing of Analog Signals in Shift-Invariant Spaces", IEEE Transactions on Signal Processing, vol. 57, issue 8, pp. 2986-2997, August 2009.

Z. Ben-Haim and Y. C. Eldar, "On the Constrained Cramér–Rao Bound with a Singular Fisher Information Matrix", IEEE Transactions on Signal Processing, vol. 16, issue 6, pp. 453-456, June 2009.

Y. C. Eldar and T. Michaeli, "Beyond Bandlimited Sampling", IEEE Transactions on Signal Processing, vol. 26, issue 3, pp. 48-68, May 2009.

O. Bobrowski, R. Meir and Y. C. Eldar, "Bayesian Filtering in Spiking Neural Networks: Noise, Adaptation, and Multisensory Integration", Neural Computation, vol. 21, issue 5, pp. 1277-1320, May 2009.

I. Kaminer, M. Segev, A. M. Bruckstien and Y. C. Eldar, "Networks made of Interacting Fields: Soliton- Based Coplex Networks", Proceedings of the Royal Society A, vol. 465, issue 2104, pp. 1093-1101, April 2009.

M. Mishali and Y. C. Eldar, "Blind Multi-Band Signal Reconstruction: Compressed Sensing for Analog Signals", IEEE Transactions on Signal Processing, vol. 57, issue 3, pp. 993-1009, March 2009.

T. Michaeli and Y. C. Eldar, "High Rate Interpolation of Random Signals from Nonideal Samples", IEEE Transactions on Signal Processing, vol. 57, issue 3, pp. 977-992, March 2009.

Y. C. Eldar, "Generalized SURE for Exponential Families: Applications to Regularization", IEEE Transactions on Signal Processing, vol. 57, issue 2, pp. 471-481, February 2009.

2008

T. G. Dvorkind, Y. C. Eldar and E. Matusiak, "Nonlinear and Non-Ideal Sampling: Theory and Methods", IEEE Transactions on Signal Processing, vol. 56, issue 12, pp. 5874-5890, December 2008.

Z. Ben-Haim and Y. C. Eldar, "A Comment on the Use of the Weiss-Weinstein Bound with Constrained Parameter Sets", IEEE Transactions on Information Theory, vol. 54, issue 10, pp. 4682-4684, October 2008.

M. Mishali and Y. C. Eldar, "Reduce and Boost: Recovering Arbitrary Sets of Jointly Sparse Vectors", IEEE Transactions on Signal Processing, vol. 56, issue 10, pp. 4692-4702, October 2008.

Y. C. Eldar and J. Chernoi, "A Pre-Test Like Estimator Dominating the Least-Squares Method", J. of Statistical Planning and Inference, vol. 138, issue 10, pp. 3069-3085, October 2008.

A. Wiesel, Y. C. Eldar and S. Shamai, "Zero Forcing Precoding and Generalized Inverses", IEEE Transactions on Signal Processing, vol. 56, issue 9, pp. 4409-4418, September 2008.

E. Ben-Yaacov and Y. C. Eldar, "A Fast and Flexible Method for the Segmentation of aCGH Data", Bioinformatics, vol. 24, issue 16, pp. 139-145, September 2008.

Y. C. Eldar, "MSE Bounds with Affine Bias Dominating the Cramer-Rao Bound", IEEE Transactions on Signal Processing, vol. 56, issue 8, pp. 3824-3836, August 2008.

E. Margolis and Y. C. Eldar, "Nonuniform Sampling of Periodic Bandlimited Signals", IEEE Transactions. Signal Processing, vol. 56, issue 7, pp. 2728-2745, July 2008.

A. Wiesel, Y. C. Eldar and A. Yeredor, "Linear Regression with Gaussian Model Uncertainty: Algorithms and Bounds", IEEE Transactions on Signal Processing., vol. 56, issue 6, pp. 2194-2205, June 2008.

Y. C. Eldar, "Universal Weighted MSE Improvement of the Least-Squares Estimator", IEEE Transactions on Signal Processing, vol. 56, issue 5, pp. 1788-1800, May 2008.

S. Kay and Y. C. Eldar, "Rethinking Biased Estimation", Signal Processing Magazine, vol. 25, issue 3, pp. 133-136, May 2008.

Y. C. Eldar, A. Beck and M. Teboulle, "A Minimax Chebyshev Estimator for Bounded Error Estimation", IEEE Transactions on Signal Processing, vol. 56, issue 4, pp. 1388-1397, April 2008.

S. Suthram, A. Beyer, R. M. Karp, Y. C. Eldar and T. Ideker, "eQED: an Efficient Method for Interpreting eQTL Associations Using Protein Networks", Molecular Systems Biology 4 Article number: 162, Published on-line: 4 March 2008.

Y. C. Eldar, "Rethinking Biased Estimation: Improving Maximum Likelihood and the Cramèr-Rao Bound", Foundations and Trends in Signal Processing, vol. 1, issue 4, pp. 305–449, 2008.

2007

Y. Rong, Y. C. Eldar and A. B. Gershman, "Performance Tradeoffs Among Adaptive Beamforming Criteria", IEEE Journal on Selected Topics in Signal Processing, vol. 1, issue 4, pp. 651-659, December 2007.

Y. C. Eldar, A. Nehorai and P. S. La Rosa, "A Competitive Mean-Squared Error Approach to Beamforming", IEEE Transactions on Signal Processing, vol. 55, issue 11, pp. 5143-5154, November 2007.

L. Grossman and Y. C. Eldar, "An L1-Method for the Design of Linear-Phase FIR Digital Filters", IEEE Transactions on Signal Processing, vol. 55, issue 11, pp. 5253-5266, November 2007.

Z. Ben-Haim and Y. C. Eldar, "Blind Minimax Estimation", IEEE Transactions on Information Theory, vol. 53, issue 9, pp. 3145-3157, September 2007.

T. G. Dvorkind, H. Kirshner, Y. C. Eldar and M. Porat, "Minimax Approximation of Representation Coefficients from Generalized Samples", IEEE Transactions on Signal Processing, vol. 55, issue 9, pp. 4430-4443, September 2007.

A. Beck, Y. C. Eldar and A. Ben-Tal, "Mean-Squared Error Estimation for Linear Systems with Block Circulant Uncertainty", SIAM Journal Matrix Analysis and Applications, vol. 29, issue 3, pp. 712-730, June 2007.

A. Beck and Y. C. Eldar, "Regularization in Regression with Bounded Noise: A Chebyshev Center Approach", SIAM Journal Matrix Analysis and Applications, vol. 29, issue 2, pp. 606-625, May 2007.

N. Elron and Y. C. Eldar, "Optimal Encoding of Classical Information in a Quantum Medium", IEEE Transactions on Information Theory, vol. 53, issue 5, pp. 1900-1907, May 2007.

Y. C. Eldar, E. Matusiak and T. Werther, "A Constructive Inversion Framework for Twisted Convolution", Monatshefte fur Mathematik, vol. 150, pp. 297-308, June 2007.

T. Werther, E. Matusiak, Y. C. Eldar and N. K. Subbana, "A Unified Approach to Dual Gabor Windows", IEEE Transactions on Signal Processing, vol. 55, issue 5, Part 1, pp. 1758-1768, May 2007.

A. Wiesel, Y. C. Eldar and S. Shamai (Shitz), "Optimization of the MIMO Compound Capacity", IEEE Transactions on Wireless Communications, vol. 6, issue 3, pp. 1094-1101, March 2007.

A. Beck and Y. C. Eldar, "Doubly Constrained Robust Capon Beamformer with Ellipsoidal Uncertainty Sets", IEEE Transactions on Signal Processing, vol. 55, issue 2, pp. 753-758, January 2007.

2006

Y. C. Eldar, "Mean-Squared Error Sampling and Reconstruction in the Presence of Noise", IEEE Transactions on Signal Processing, vol. 54, issue 12, pp. 4619-4633, December 2006.

A. Beck and Y. C. Eldar, "Strong Duality in Nonconvex Quadratic Optimization with Two Quadratic Constraints", SIAM Journal Optimization, vol. 17, issue 3, pp. 844-860, 2006.

Y. C. Eldar, "Robust Competitive Estimation with Signal and Noise Covariance Uncertainties", IEEE Transactions on Information Theory, vol. 52, issue 10, pp. 4532-4547, October 2006.

Y. C. Eldar, "Uniformly Improving the Cramer-Rao Bound and Maximum-Likelihood Estimation", IEEE Transactions on Signal Processing, vol. 54, issue 8, pp. 2943-2956, August 2006.

Y. C. Eldar and M. Unser, "Nonideal Sampling and Interpolation from Noisy Observations in Shift-Invariant Spaces", IEEE Transactions on Signal Processing, vol. 54, issue 7, pp. 2636-2651, July 2006.

Y. C. Eldar and T. Dvorkind, "A Minimum Squared-Error Framework for Generalized Sampling", IEEE Transactions on Signal Processing, vol. 54, issue 6, pp. 2155-2167, June 2006.

Y. C. Eldar, "Comparing Between Estimation Approaches: Admissible and Dominating Linear Estimators", IEEE Transactions on Signal Processing, vol. 54, issue 5, pp. 1689-1702, May 2006.

Y. C. Eldar and O. Christansen, "Characterization of Oblique Dual Frame Pairs", Journal on Applied Signal Processing, vol. 2006, Article ID 92674, pp. 1-11, 2006.

A. Wiesel, Y. C. Eldar and A. Beck, "Maximum Likelihood Estimation in Random Linear Models with a Gaussian Model Matrix", IEEE Transactions on Signal Processing, vol. 13, issue 5, pp. 292-295, May 2006.

Y. C. Eldar, A. Nehorai and P. S. La Rosa, "An Expected Least-Squares Beamforming Approach to Signal Estimation with Steering Vector Uncertainties", IEEE Transactions on Signal Processing, vol. 13, issue 5, pp. 288-291, May 2006.

Y. C. Eldar, "Minimax Estimation of Deterministic Parameters in Linear Models with a Random Model Matrix", IEEE Transactions on Signal Processing, vol. 54, issue 2, pp. 601-612, February 2006.

Y. C. Eldar, "Least-Squares Orthogonalization Using Semidefinite Programming", Linear Alg. Appl., vol. 412, issues 2-3 (2006) pp. 453-470.

A. Wiesel, Y. C. Eldar and S. Shamai (Shitz), "Linear Precoding Via Conic Programming for Fixed MIMO Receivers", IEEE Transactions on Signal Processing, vol. 54, issue 1, pp. 161-176, 2006. Best Paper Award

Y. C. Eldar, "Minimax MSE Estimation of Deterministic Parameters with Noise Covariance Uncertainties", IEEE Transactions on Signal Processing, vol. 54, issue 1, pp. 138-145, January. 2006.

A. Beck, A. Ben-Tal and Y. C. Eldar, "Robust Mean-Squared Error Estimation of Multiple Signals in Linear Systems affected by Model and Noise Uncertainties", Math. Programming, vol. 107, pp. 155-187, Springer, 2006.

2005

T. Werther, Y. C. Eldar and N. K. Subbanna, "Dual Gabor Frames: Theory and Computational Aspects", IEEE Transactions on Signal Processing, vol. 53, issue 11, pp. 4147-4158, November 2005.

N. Elron and Y. C. Eldar, "Quantum Detection with Uncertain States", Phys. Rev. A 72, 032338, September (2005) (11 pages).

A. Wiesel, Y. C. Eldar and S. Shamai (Shitz), "Semidefinite Relaxation for Detection of 16-QAM Signaling in MIMO Channels", IEEE Transactions on Signal Processing, vol. 12, issue 9, pp. 653-656, September 2005.

Y. C. Eldar and T. Werther, "General Framework for Consistent Sampling in Hilbert Spaces", International Journal of Wavelets, Multiresolution, and Information Processing, vol. 3. issue 3, pp. 347-359, September 2005.

Y. C. Eldar, "Robust Deconvolution of Deterministic and Random Signals", IEEE Transactions on Information Theory, vol. 51, issue 8, pp. 2921-2929, August 2005.

Z. Ben-Haim and Y. C. Eldar, "Maximum Set Estimators with Bounded Estimation Error", IEEE Transactions on Signal Processing, vol. 53, issue 8, pp. 3172-3182, August 2005.

Y. C. Eldar and S. Shamai (Shitz), "A Covariance Shaping Framework for Linear Multiuser Detection", IEEE Transactions on Inform. Theory, vol. 51, issue 7, pp. 2426-2446, July 2005.

O. Christensen and Y. C. Eldar, "Generalized Shift-Invariant Systems and Frames for Subspaces", Journal of Fourier Analysis and Applications, vol. 11, issue 3, pp. 299-313, June 2005.

Y. C. Eldar and Neri Merhav, "Minimax MSE-Ratio Estimation with Signal Covariance Uncertainties", IEEE Transactions on Signal Processing, vol. 53, issue 4, pp. 1335-1347, April 2005.

Y. C. Eldar, A. Ben-Tal and A. Nemirovski, "Robust Mean Squared Error Estimation in the Presence of Model Uncertainties", IEEE Transactions on Signal Processing, vol. 53, issue 1, pp. 168-181, January 2005.

2004

Y. C. Eldar, M. Stojnic and B. Hassibi, "Optimal Quantum Detectors for Unambiguous Detection of Mixed States", Phys. Rev. A., 69, pp. 062318, June 2004.

O. Christensen and Y. C. Eldar, "Oblique Dual Frames and Shift-Invariant Spaces", Applied and Computational Harmonic Analysis, vol. 17/1, pp. 48-68, July 2004.

Y. C. Eldar, A. Megretski, and G. C. Verghese, "Optimal Detection of Symmetric Mixed Quantum States", IEEE Trans. Inform. Theory, vol. 50, pp. 1198-1207, June 2004.

Y. C. Eldar, A. V. Oppenheim, and D. Egnor, "Orthogonal and Projected Orthogonal Matched Filter Detection", Signal Processing, vol. 84, pp. 677-693, 2004.

Y. C. Eldar, A. Ben-Tal and A. Nemirovski, "Linear Minimax Regret Estimation of Deterministic Parameters with Bounded Data Uncertainties", IEEE Trans. Signal Processing, vol. 52, pp. 2177-2188, August 2004.

Y. C. Eldar and Neri Merhav, "A Competitive Minimax Approach to Robust Estimation of Random Parameters", IEEE Trans. Signal Processing, vol. 52, pp. 1931-1946, July 2004.

Y. C. Eldar, "Minimum Variance in Biased Estimation: Bounds and Asymptotically Optimal Estimators", IEEE Trans. Signal Processing, vol. 52, pp. 1915-1930, July 2004.

2003

Y. C. Eldar, "von Neumann Measurement is Optimal for Detecting Linearly Independent Mixed Quantum States", Phys. Rev. A, vol. 68, pp. 052303:1-052303:4, November 2003.

Y. C. Eldar and A. M. Chan, "On the Asymptotic Performance of the Decorrelator", IEEE Trans. Inform. Theory, vol. 49, pp. 2309-2313, September 2003.

Y. C. Eldar and A. M. Chan, "An Optimal Whitening Approach to Linear Multiuser Detection", IEEE Transactions on Information Theory, vol. 49, pp. 2156-2171, September 2003.

Y. C. Eldar and A. V. Oppenheim, "MMSE Whitening and Subspace Whitening", IEEE Transactions on Information Theory, vol. 49, pp. 1846-1851, July 2003.

Y. C. Eldar and H. Bölcskei, "Geometrically Uniform Frames", IEEE Transactions on Information Theory, vol. 49, pp. 993-1006, 2003.

Y. C. Eldar, A. Megretski, and G. C. Verghese, "Designing Optimal Quantum Detectors Via Semidefinite Programming", IEEE Transactions on Information Theory, vol. 49, pp. 1012-1017, April 2003.

Y. C. Eldar, "Mixed Quantum State Detection with Inconclusive Results", Phys. Rev. A., vol. 67, pp. 042309:1-042309:14, April 2003.

Y. C. Eldar, "Constructing Signals with Prescribed Properties", IEEE Transactions on Signal Processing, vol. 10, pp. 82-84, March 2003.

Y. C. Eldar and A. V. Oppenheim, "Covariance Shaping Least-Squares Estimation", IEEE Transactions Signal Processing, vol. 51, pp. 686-697, March 2003.

Y. C. Eldar, "A Semidefinite Programming Approach to Optimal Unambiguous Discrimination of Quantum States", IEEE Trans. Inform. Theory, vol. 49, pp. 446-456, February 2003.

Y. C. Eldar, "Sampling and Reconstruction in Arbitrary Spaces and Oblique Dual Frame Vectors", Journal of Fourier Analysis and Applications, vol. 9, issue 1, pp. 77-96, January 2003.

2002

Y. C. Eldar and A. V. Oppenheim, "Quantum Signal Processing", Signal Processing Mag., vol. 19, pp. 12-32, November 2002.

Y. C. Eldar, "Least-Squares Inner Product Shaping", Linear Algebra Appl., vol. 348, pp. 153-174, May 2002.

Y. C. Eldar and G. D. Forney, Jr., "Optimal Tight Frames and Quantum Measurement", IEEE Transactions on Information Theory, vol. 48, issue 3, pp. 599-610, March 2002.

Y. C. Eldar and A. V. Oppenheim, "Orthogonal Multiuser Detection", IEEE Transactions on Signal Processing, vol. 82, issue 2, pp. 321-325, February 2002.

Y. C. Eldar, "On Geometric Properties of the Decorrelator", IEEE Comm. Letters, vol. 6, pp. 16-18, January 2002.

2001

Y. C. Eldar and A. Yeredor, "Finite-Memory Denoising in Impulsive Noise Using Gaussian Mixture Models", IEEE Trans. Circuits and Systems II, vol. 48, pp. 1069-1077, November 2001.

Y. C. Eldar and G. D. Forney, Jr., "On Quantum Detection and the Square-Root Measurement", IEEE Transactions Information Theory, vol. 47, pp. 858-872, March 2001.

2000

Y. C. Eldar and A. V. Oppenheim, "Filter Bank Reconstruction of Bandlimited Signals From Nonuniform and Generalized Samples", IEEE Transactions on Signal Processing, vol. 48, pp. 2864-2875, October 2000.