
Submitted for Publication
196.
D. Cohen and Y. C. Eldar, "SubNyquist Cyclostationary Detection for Cognitive Radio"", submitted to IEEE Transactions on Signal Processing, April 2016.
195.
S. Stein, O. Yair, D. Cohen and Y. C. Eldar, "CaSCADE: Compressed Carrier and DOA Estimation", submitted to IEEE Transactions on Signal Processing, April 2016.
194.
K. Huang, Y. C. Eldar and N. Sidiropoulos, "Phase Retrieval from 1D Fourier Measurements: Convexity, Uniqueness, and Algorithms," submitted to IEEE Transactions on Signal Processing, March 2016.
193.
A. BarZion, C. TremblayDarveau, O. Solomon, D. Adam and Y. C. Eldar, "SuperResolution Ultrasound Imaging of Vascular Structures with High Temporal Resolution," submitted to IEEE Transactions on Medical Imaging, February 2016.
192.
A. Kipnis, Y. C. Eldar and A. J. Goldsmith, "Sampling Stationary Signals Subject to Bitrate Constraints," submitted to IEEE Transactions on Information Theory, February 2016.
191.
A. M. Tillmann, Y. C. Eldar and J. Mairal , "DOLPHIn  Dictionary Learning for Phase Retrieval," submitted to IEEE Transactions on Signal Processing, February 2016.
190.
Z. Yang, Z. Wang, H. Liu, Y. C. Eldar and T. Zhang , "Sparse Nonlinear Regression: Parameter Estimation and Asymptotic Inference," submitted to IEEE Transactions on Information Theory, November 2015.
189.
L. Weizman, Y. C. Eldar and D. Ben Bashat, "Fast ReferenceBased MRI," submitted to IEEE Transactions on Medical Imaging, August 2015.
188.
A. Kipnis, A. J. Goldsmith and Y. C. Eldar, "The Distortion Rate Function of Cyclostationary Gaussian Processes", submitted to IEEE Transactions on Information Theory, May 2015.
187.
I. Rozenberg, Y. C. Eldar and Y. Levron, "Sparse Estimation and Compressed Sensing for Fault Location in Power Systems", Submitted to IEEE Transactions on Power Systems.
Published (and Accepted) Articles
186.
A. Burshtein, M. Birk, T. Chernyakova, A. Eilam, A. Kempinski and Y. C. Eldar, "SubNyquist Sampling and Fourier Domain Beamforming in Volumetric Ultrasound Imaging," to appear in IEEE Transactions on Ultrasonics, Ferroelectronics, and Frequency Control.
185.
K. Jaganathan, Y. C. Eldar and B. Hassibi, "STFT Phase Retrieval: Uniqueness Guarantees and Recovery Algorithms," to appear in IEEE Journal on Selected Topics in Signal Processing.
184.
Grinspan Z. et. al, "Guiding Principles for a Pediatric Neurology ICU (neuroPICU) Bedside Multimodal Monitor: Findings from an International Working Group", to appear in journal of Applied Clinical Informatics.
183.
A. Gonen, D. Rosenbaum, Y. C. Eldar and S. ShalevSwartz, "The Sample Complexity of Subspace Learning with Partial Information", to appear in the Journal of Machine Learning Research (JMLR).
182.
T. T. Cai, Y. C. Eldar and X. Li, "Global Testing Against Sparse Alternatives in TimeFrequency Analysis", to appear in Annals of Statistics.
2016
181.
D. Oren, Y. Shechtman, M. Mutzafi, Y. C. Eldar and M. Segev, "SparsityBased Recovery of ThreePhoton Quantum States From TwoFold Correlations" , Optica, Vol. 3, No.3, pp. 226232, 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, Andrea J. Goldsmith, Y. C. Eldar and T. Weissman, "DistortionRate Function of SubNyquist Sampled Gaussian Sources", IEEE Transactions On Information Theory, Vol. 62,No.1, pp. 401429, 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 Transaction Computational Imaging, vol. 1, issue 4, pp. 247258, December 2015.
177.
T. Bendory and Y. C. Eldar, "Recovery of Sparse Positive Signals on the Sphere from Low Resolution Measurements," IEEE Signal Processing Letters, vol. 22, issue 12, pp. 23832386, December 2015.
176.
P. Sidorenko, A. Fleischer, Y. Shechtman, Y. C. Eldar, M. Segev and O. Cohen, "SparsityBased SuperResolved Coherent Diffraction Imaging of OneDimensional Objects," Nature Communications, 2015.
175.
L. Weizman, Y. C. Eldar and D. Ben Bashat, "Compressed Sensing for Longitudinal MRI: An AdaptiveWeighted Approach," Medical Physics journal, vol. 42, issue 9, pp. 51955208, August 2015.
174.
M. Mutzafi, Y. Shechtman, Y. C. Eldar, O. Cohen and M. Segev, "SparsityBased Ankylography for Recovering 3D Molecular Structures from SingleShot 2D Scattered Light Intensity," Nature Communications, 2015.
173.
H. Kim, A. Haimovich and Y. C. Eldar, "NonCoherent Direction of Arrival Estimation from MagnitudeOnly Measurements", IEEE Signal Processing Letters, 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," 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 Lowrank 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", IEEE Signal Processing Magazine, vol. 32, issue 3, pp. 87  109, May 2015.
169.
Y. C. Eldar, P. Sidorenko, D. G. Mixon, S. Barel, O. Cohen, "Sparse Phase Retrieval from ShortTime Fourier Measurements", IEEE Signal Processing Letters, vol. 22, issue 5, pp. 638  642, May 2015.
168.
S. Maymon and Y. C. Eldar, "The Viterbi Algorithm for Subset Selection", IEEE Signal Processing Letters, vol. 22, issue 5, pp. 524  528, May 2015.
167.
H. Frostig, T. Bayer, N. Dudovich, Y. C. Eldar and Y. Silberberg, "SingleBeam Spectrally Controlled TwoDimensional 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 SubNyquist Radar", IEEE Signal Processing Letters, vol. 22, issue 2, pp. 177  181, February 2015.
164.
Y. Chen, A. J. Goldsmith and Y. C. Eldar, "Backing Off From Infinity: Tight 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 Coprime 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. BenHaim 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, "SubNyquist 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 SubNyquist 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 TimeVarying 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, Ferroelectronics, and Frequency Control, vol. 61, issue 8, pp. 12521267, July 2014. Best Paper Award
156.
O. BarIlan and Y. C. Eldar, "SubNyquist 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. 17621774, April 2014.
154.
E.Baransky, G. Itzhak, I. Shmuel, N. Wagner, E. Shoshan and Y. C. Eldar, "A SubNyquist Radar Prototype: Hardware and Algorithms", IEEE Transactions on Aerospace and Electronic Systems, vol. 50, issue 2, pp. 809822, 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, Feb. 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, Jan. 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, Dec. 2013.
150.
Y. Shechtman, E. Small, Y. Lahini, M. Verbin, Y. C. Eldar, Y. Silberberg and M. Segev, "Sparsitybased superresolution and phaseretrieval in waveguide arrays", Optics Express, vol. 21, issue 20, pp. 24015  24024, Oct. 2013.
149.
A. Beck and Y. C. Eldar, "Sparsity Constrained Nonlinear Optimization: Optimality Conditions and Algorithms", SIAM Optimization, vol. 23, issue 3, pp. 14801509, Oct. 2013.
148.
Y. C. Eldar and S. Mendelson, "Phase Retrieval: Stability and Recovery Guarantees", Applied and Computational Harmonic Analysis, Elsevier, Sep. 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. 48894914, Aug. 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. 36563670,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.32293245, 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. 63276338, March 2013.
143.
Y. Xie, Y. C. Eldar and A. Goldsmith, "ReducedDimension Multiuser Detection", IEEE Transactions on Information Theory, vol. 59, issue 6, pp. 38583874, Feb. 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. 199225, Feb. 2013. Best Paper Award.
2012
141.
T. Michaeli, Y. C. Eldar and G. Sapiro, "SemiSupervised Single and MultiDomain Regression with MultiDomain Training", Information and Inference: A Journal of the IMA2012,issue 1, pp. 6897, Dec. 2012.
140.
S. FarkashAmar, 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 , Nov. 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 (2013), pp. 4959, Oct. 2012.
138.
N. Wagner, Y. C. Eldar and Z. Friedman, "Compressed Beamforming in Ultrasound Imaging", IEEE Transactions on Signal Processing, vol. 60, issue 9, pp.46434657, Sept. 2012.
137.
Z. BenHaim, T. Michaeli and Y. C. Eldar, "Performance Bounds and Design Criteria for Estimating Finite Rate of Innovation Signals", IEEE Trans. Information Theory, vol. 58, issue 8, pp.49935015, Aug.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.173184, 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. ZelnikManor and Y. C. Eldar, "Dictionary Optimization for BlockSparse Representations", IEEE Transactions on Signal Processing, vol.60, issue 5, pp.23862395, May 2012.
132.
Y.C. Eldar,D. Needell and Y. Plan, " Uniqueness Conditions For LowRank 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. CohenHyams, S. Shoham, M. Zibulevsky, I. Yavneh, Y. C. Eldar, O. Cohen and M. Segev, " SparsityBased SingleShot Subwavelength Coherent Diffractive Imaging ", Nature Materials [Online],Supplementary Info, April 2012.
130.
E. Matusiak and Y.C.Eldar, "SubNyquist Sampling of Short Pulses ", IEEE Trans. Signal Processing, vol.60, issue 3, pp.11341148, March 2012.
129.
T. Michaeli and Y. C. Eldar, "Xampling at the Rate of Innovation", IEEE Transactions on Signal Processing, vol. 60, no. 3, pp. 11211133, 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, Feb. 2012
2011
127.
A. Jung, Z. BenHaim, F. Hlawatsch and Y. C. Eldar, "Unbiased Estimation of a Sparse Vector in White Gaussian Noise", IEEE Trans. Information Theory, vol. 57, issue 12, pp.78567876, Dec. 2011.
126.
M. Mishali and Y. C. Eldar, "SubNyquist Sampling: Bridging Theory and Practice",
IEEE Signal Processing Magazine, vol. 28, no. 6, pp. 98124, Nov. 2011.
125.
S. Gleichman and Y. C. Eldar, "Blind Compressed Sensing", IEEE Trans. on Information Theory, vol. 57, issue 10, pp. 69586975, Oct. 2011.
124.
Y. C. Eldar and D. Needell, "Acceleration of Randomized Kaczmarz Method via the JohnsonLindenstrauss Lemma", Numerical Algorithms, vol. 58,no. 2, pp.163177, Oct. 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.47194734, Oct. 2011 .
122.
Z. BenHaim and Y. C. Eldar, "NearOracle Performance of Greedy BlockSparse Estimation Techniques From Noisy Measurements", IEEE J. of Selected Topics in Signal Processing, vol. 5, issue 5, pp. 10321047, Sept. 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. 40534085, Sept. 2011.
120.
P. Sprechmann, I. Ramirez, G. Sapiro and Y. C. Eldar, "CHiLasso: A Collaborative Hierarchical Sparse Modeling Framework", IEEE Transactions on Signal Processing, vol.59, issue 9, pp.41834198,Sept. 2011.
119.
K. Rosenblum, L. ZelnikManor and Y. C. Eldar, "Sensing Matrix Optimization for BlockSparse Decoding", IEEE Transactions on Signal Processing, vol.59, issue 9, pp.43004312, Sept. 2011.
118.
E. AriasCastro and Y.C. Eldar, "Noise Folding in Compressed Sensing",IEEE Signal Processing Letters , vol.18, issue 8, pp. 478481, Aug. 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, no.1, pp. 5129, Aug. 2011.
116.
Y. Shechtman, Y.C. Eldar, A. Szameit and M. Segev, "Sparsity Based SubWavelength Imaging with Partially Incoherent Light
Via Quadratic Compressed Sensing", Optics Express, vol. 19, Issue 16, pp. 1480714822, Aug. 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, no. 1, pp. 5973, July 2011.
114.
M. Mishali and Y. C. Eldar, "Wideband Spectrum Sensing at SubNyquist Rates", IEEE Signal Processing Magazine, vol. 28, no. 4, pp. 102135, July 2011.
113.
W. U. Bajwa, K. Gedalyahu and Y. C. Eldar, "Identification of Parametric Underspread Linear Systems and SuperResolution Radar", IEEE Transactions on Signal Processing, vol. 59, no. 6, pp. 25482561, June 2011.
112.
T. Michaeli and Y. C. Eldar, "Hidden Relationships: Bayesian Estimation with Partial Knowledge", IEEE Transactions on Signal Processing, vol. 59, no. 5, pp. 19331948, May 2011 .
111.
T. Michaeli, V. Pohl and Y. C. Eldar, "UInvariant Sampling: Extrapolation and Causal Interpolation From Generalized Samples", IEEE Transactions on Signal Processing, vol. 59, no. 5, pp. 20852100, 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, no. 4, pp. 18271842, Apr. 2011.
109.
K. Gedalyahu, R. Tur and Y. C. Eldar, "Multichannel Sampling of Pulse Streams at the Rate of Innovation", IEEE Trans. on Signal Processing, vol. 59, no. 4, pp. 14911504, Apr. 2011.
108.
M. Mishali, Y. C. Eldar, O. Dounaevsky and E. Shoshan, "Xampling: Analog to Digital at SubNyquist Rates", IET Circuits, Devices & Systems, vol. 5, no. 1, pp. 820, Jan. 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. 407422, 2011.
2010
106.
A. Szameit, Y. Shechtman, S. Gazit, Y. C. Eldar and M. Segev, "SparsityBased Reconstruction of Subwavelength Images from their Optical FarField" , OPN Optics & Photonics News, vol. 21, no.12, pp. 26, Dec. 2010.
105.
Z. BenHaim, Y. C. Eldar and M. Elad, "CoherenceBased Performance Guarantees for Estimating a Sparse Vector Under Random Noise", IEEE Transactions on Signal Processing, vol. 58, no. 10, pp. 50305043 Oct. 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, no. 10, pp. 50165029, Oct. 2010.
103.
A. Beck and Y. C. Eldar, "Structured Total Maximum Likelihood: An Alternative to Structured Total LeastSquares", SIAM. J. Matrix Anal. & Appl, vol. 31, Issue 5, pp. 26232649, Sep. 2010.
102.
A. Danon, N. ZeeviLevin, 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 No. 3, vol. 29, p. 222233, Sep. 2010.
101.
K. Gedalyahu and Y. C. Eldar, "TimeDelay Estimation From LowRate Samples: A Union of Subspaces Approach", IEEE Trans. Signal Processing, vol. 58, issue 6, pp. 30173031, June 2010.
100.
Y. C. Eldar, P. Kuppinger and H. Bolcskei, "BlockSparse Signals: Uncertainty Relations and Efficient Recovery", IEEE Transactions on Signal Processing, vol. 58, issue 6, pp. 30423054, June 2010.
99.
Z. BenHaim and Y. C. Eldar, "The Cramér–Rao Bound for Estimating a Sparse Parameter Vector", IEEE Trans. Signal Processing, vol. 58, issue 6, pp. 33843389, June 2010.
98.
Y.C. Eldar and P. Volker, "Recovering Signals From Lowpass Data", IEEE Trans. Signal Processing, vol. 58, issue 5, pp. 26362646, May 2010.
97.
E. Matusiak, T. Michaeli and Y. C. Eldar, "Noninvertible Gabor Transforms", IEEE Transactions on Signal Processing, vol. 58, issue 5, pp. 25972612, May 2010.
96.
Y. Shechtman, S. Gazit, A. Szameit, Y. C. Eldar, and M. Segev, "SuperResolution and Reconstruction of Sparse Images Carried by Incoherent Light", Optics Letters vol. 35, issue 8, pp. 11481150, Apr. 2010.
95.
M. Mishali and Y. C. Eldar, "From Theory to Practice: SubNyquist sampling of Sparse Wideband Analog Signals", IEEE Journal of Selected Topics on Signal Processing, vol. 4, issue 2, pp. 375391, Apr. 2010.Best Paper Award.
94.
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. 14821492 , March 2010.
93.
T. Faktor, T. Michaeli, and Y. C. Eldar, "Nonlinear and Nonideal Sampling Revisited", IEEE Signal Processing Letters, vol. 17, issue 2, pp. 205208, Feb. 2010.
92.
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. 505519, Jan. 2010.
2009
91.
I. Diamant, Y. C. Eldar, O. Rokhlenko, E. Ruppin and T. Shlomi, "A NetworkBased Method for Predicting GeneNutrient Interactions and Its Applications to Yeast AminoAcid Metabolism", IMolecular Systems, issue 5, pp. 17321739, 2009.
90.
S. Gazit, A. Szameit, Y. C. Eldar and M. Segev, "SuperResolution and Reconstruction of Sparse SubWavelength Images", Optics Express, vol. 17, issue 26, pp. 2392023946, Dec. 2009.
89.
Y. C. Eldar, "Uncertainty Relations for ShiftInvariant Analog Signals", IEEE Transactions on Information Theory, vol. 55, issue 12, pp. 57425757, Dec. 2009.
88.
Z. BenHaim 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. 51795196, Nov. 2009.
87.
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.53025316, Nov. 2009.
86.
T. Dvorkind and Y. C. Eldar, "Robust and Consistent Sampling", IEEE Signal Processing Letters, vol. 16, issue 9, pp. 739742, Sep. 2009.
85.
Y. C. Eldar, "Compressed Sensing of Analog Signals in ShiftInvariant Spaces", IEEE Transactions on Signal Processing, vol. 57, issue 8, pp. 29862997, Aug. 2009.
84.
Z. BenHaim and Y. C. Eldar, "On the Constrained Cramér–Rao Bound with a Singular Fisher Information Matrix", IEEE Signal Processing Letters, vol. 16, issue 6, pp. 453456, June 2009.
83.
Y. C. Eldar and T. Michaeli, "Beyond Bandlimited Sampling", IEEE Signal Processing Magazine, vol. 26, issue 3, pp. 4868, May 2009.
82.
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. 12771320, May 2009.
81.
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. 10931101, Apr. 2009.
80.
M. Mishali and Y. C. Eldar, "Blind MultiBand Signal Reconstruction: Compressed Sensing for Analog Signals", IEEE Transactions on Signal Processing, vol. 57, issue 3, pp. 9931009, March 2009.
79.
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. 977992, March 2009.
78.
Y. C. Eldar, "Generalized SURE for Exponential Families: Applications to Regularization", IEEE Transactions on Signal Processing, vol. 57, issue 2, pp. 471481, Feb. 2009.
2008
77.
T. G. Dvorkind, Y. C. Eldar and E. Matusiak, "Nonlinear and NonIdeal Sampling: Theory and Methods", IEEE Transactions on Signal Processing, vol. 56, issue 12, pp. 58745890, Dec. 2008.
76.
Z. BenHaim and Y. C. Eldar, "A Comment on the Use of the WeissWeinstein Bound with Constrained Parameter Sets", IEEE Transactions on Information Theory, vol. 54, issue 10, pp. 46824684, Oct. 2008.
75.
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. 46924702, Oct. 2008.
74.
Y. C. Eldar and J. Chernoi, "A PreTest Like Estimator Dominating the LeastSquares Method", J. of Statistical Planning and Inference, vol. 138, issue 10, pp. 30693085, Oct. 2008.
73.
A. Wiesel, Y. C. Eldar and S. Shamai, "Zero Forcing Precoding and Generalized Inverses", IEEE Transactions on Signal Processing, vol. 56, issue 9, pp. 44094418, Sep. 2008.
72.
E. BenYaacov and Y. C. Eldar, "A Fast and Flexible Method for the Segmentation of aCGH Data", Bioinformatics, vol. 24, issue 16, pp. i139i145, Sep. 2008.
71.
Y. C. Eldar, "MSE Bounds with Affine Bias Dominating the CramerRao Bound", IEEE Transactions on Signal Processing, vol. 56, issue 8, pp. 38243836, Aug. 2008.
70.
E. Margolis and Y. C. Eldar, "Nonuniform Sampling of Periodic Bandlimited Signals", IEEE Transactions. Signal Processing, vol. 56, issue 7, pp. 27282745, July 2008.
69.
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. 21942205, June 2008.
68.
Y. C. Eldar, "Universal Weighted MSE Improvement of the LeastSquares Estimator", IEEE Transactions on Signal Processing, vol. 56, issue 5, pp. 17881800, May 2008.
67.
S. Kay and Y. C. Eldar, "Rethinking Biased Estimation", Signal Processing Magazine, vol. 25, issue 3, pp. 133136, May 2008.
66.
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. 13881397, Apr. 2008.
65.
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 online: 4 March 2008.
64.
Y. C. Eldar, "Rethinking Biased Estimation: Improving Maximum Likelihood and the CramèrRao Bound", Foundations and Trends in Signal Processing, vol. 1, issue 4, pp. 305–449, 2008.
2007
63.
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. 651659, Dec. 2007.
62.
Y. C. Eldar, A. Nehorai and P. S. La Rosa, "A Competitive MeanSquared Error Approach to Beamforming", IEEE Transactions on Signal Processing, vol. 55, issue 11, pp. 51435154, Nov. 2007.
61.
L. Grossman and Y. C. Eldar, "An L1Method for the Design of LinearPhase FIR Digital Filters", IEEE Transactions on Signal Processing, vol. 55, issue 11, pp. 52535266, Nov. 2007.
60.
Z. BenHaim and Y. C. Eldar, "Blind Minimax Estimation", IEEE Transactions on Information Theory, vol. 53, issue 9, pp. 31453157, Sep. 2007.
59.
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. 44304443, Sep. 2007.
58.
A. Beck, Y. C. Eldar and A. BenTal, "MeanSquared Error Estimation for Linear Systems with Block Circulant Uncertainty", SIAM Journal Matrix Analysis and Applications, vol. 29, issue 3, pp. 712730, June 2007.
57.
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. 606625, May 2007.
56.
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. 19001907, May 2007.
55.
Y. C. Eldar, E. Matusiak and T. Werther, "A Constructive Inversion Framework for Twisted Convolution", Monatshefte fur Mathematik, vol. 150, pp. 297308, 2007.
54.
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. 17581768, May 2007.
53.
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. 10941101, March 2007.
52.
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. 753758, Jan. 2007.
2006
51.
Y. C. Eldar, "MeanSquared Error Sampling and Reconstruction in the Presence of Noise", IEEE Transactions on Signal Processing, vol. 54, no. 12, pp. 46194633, Dec. 2006.
50.
A. Beck and Y. C. Eldar, "Strong Duality in Nonconvex Quadratic Optimization with Two Quadratic Constraints", SIAM Journal Optimization, vol. 17, issue 3, pp. 844860, 2006.
49.
Y. C. Eldar, "Robust Competitive Estimation with Signal and Noise Covariance Uncertainties", IEEE Transactions on Information Theory, vol. 52, issue 10, pp. 45324547, Oct. 2006.
48.
Y. C. Eldar, "Uniformly Improving the CramerRao Bound and MaximumLikelihood Estimation", IEEE Transactions on Signal Processing, vol. 54, issue 8, pp. 29432956, Aug. 2006.
47.
Y. C. Eldar and M. Unser, "Nonideal Sampling and Interpolation from Noisy Observations in ShiftInvariant Spaces", IEEE Transactions on Signal Processing, vol. 54, issue 7, pp. 26362651, July 2006.
46.
Y. C. Eldar and T. Dvorkind, "A Minimum SquaredError Framework for Generalized Sampling", IEEE Transactions on Signal Processing, vol. 54, issue 6, pp. 21552167, June 2006.
45.
Y. C. Eldar, "Comparing Between Estimation Approaches: Admissible and Dominating Linear Estimators", IEEE Transactions on Signal Processing, vol. 54, issue 5, pp. 16891702, May 2006.
44.
Y. C. Eldar and O. Christansen, "Characterization of Oblique Dual Frame Pairs", Journal on Applied Signal Processing, vol. 2006, Article ID 92674, pp. 111.
43.
A. Wiesel, Y. C. Eldar and A. Beck, "Maximum Likelihood Estimation in Random Linear Models with a Gaussian Model Matrix", IEEE Signal Processing Letters, vol. 13, issue 5, pp. 292295, May 2006.
42.
Y. C. Eldar, A. Nehorai and P. S. La Rosa, "An Expected LeastSquares Beamforming Approach to Signal Estimation with Steering Vector Uncertainties", IEEE Signal Processing Letters, vol. 13, issue 5, pp. 288291, May 2006.
41.
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. 601612, Feb. 2006.
40.
Y. C. Eldar, "LeastSquares Orthogonalization Using Semidefinite Programming", Linear Alg. Appl., vol. 412, issues 23 (2006) pp. 453470.
39.
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. 161176, 2006. Best Paper Award.
38.
Y. C. Eldar, "Minimax MSE Estimation of Deterministic Parameters with Noise Covariance Uncertainties", IEEE Transactions on Signal Processing, vol. 54, issue 1, pp. 138145, Jan. 2006.
37.
A. Beck, A. BenTal and Y. C. Eldar, "Robust MeanSquared Error Estimation of Multiple Signals in Linear Systems affected by Model and Noise Uncertainties", Math. Programming, vol. 107, pp. 155187, Springer, 2006.
2005
36.
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. 41474158, Nov. 2005.
35.
N. Elron and Y. C. Eldar, "Quantum Detection with Uncertain States", Phys. Rev. A 72, 032338, September (2005) (11 pages).
34.
A. Wiesel, Y. C. Eldar and S. Shamai (Shitz), "Semidefinite Relaxation for Detection of 16QAM Signaling in MIMO Channels", IEEE Signal Processing Letters, vol. 12, issue 9, pp. 653656, Sep. 2005.
33.
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. 347359, Sep. 2005.
32.
Y. C. Eldar, "Robust Deconvolution of Deterministic and Random Signals", IEEE Transactions on Information Theory, vol. 51, issue 8, pp. 29212929, Aug. 2005.
31.
Z. BenHaim and Y. C. Eldar, "Maximum Set Estimators with Bounded Estimation Error", IEEE Transactions on Signal Processing, vol. 53, issue 8, pp. 31723182, Aug. 2005.
30.
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. 24262446, July 2005.
29.
O. Christensen and Y. C. Eldar, "Generalized ShiftInvariant Systems and Frames for Subspaces", Journal of Fourier Analysis and Applications, vol. 11, issue 3, pp. 299313, June 2005.
28.
Y. C. Eldar and Neri Merhav, "Minimax MSERatio Estimation with Signal Covariance Uncertainties", IEEE Transactions on Signal Processing, vol. 53, issue 4, pp. 13351347, Apr. 2005.
27.
Y. C. Eldar, A. BenTal and A. Nemirovski, "Robust Mean Squared Error Estimation in the Presence of Model Uncertainties", IEEE Transactions on Signal Processing, vol. 53, isuue 1, pp. 168181, Jan. 2005.
2004
26.
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.
25.
O. Christensen and Y. C. Eldar, "Oblique Dual Frames and ShiftInvariant Spaces", Applied and Computational Harmonic Analysis, vol. 17/1, pp. 4868, July 2004.
24.
Y. C. Eldar, A. Megretski, and G. C. Verghese, "Optimal Detection of Symmetric Mixed Quantum States", IEEE Trans. Inform. Theory, vol. 50, pp. 11981207, June 2004.
23.
Y. C. Eldar, A. V. Oppenheim, and D. Egnor, "Orthogonal and Projected Orthogonal Matched Filter Detection", Signal Processing, vol. 84, pp. 677693, 2004.
22.
Y. C. Eldar, A. BenTal and A. Nemirovski, "Linear Minimax Regret Estimation of Deterministic Parameters with Bounded Data Uncertainties", IEEE Trans. Signal Processing, vol. 52, pp. 21772188, Aug. 2004.
21.
Y. C. Eldar and Neri Merhav, "A Competitive Minimax Approach to Robust Estimation of Random Parameters", IEEE Trans. Signal Processing, vol. 52, pp. 19311946, July 2004.
20.
Y. C. Eldar, "Minimum Variance in Biased Estimation: Bounds and Asymptotically Optimal Estimators", IEEE Trans. Signal Processing, vol. 52, pp. 19151930, July 2004.
2003
19.
Y. C. Eldar, "von Neumann Measurement is Optimal for Detecting Linearly Independent Mixed Quantum States", Phys. Rev. A, vol. 68, pp. 052303:1052303:4, Nov. 2003.
18.
Y. C. Eldar and A. M. Chan, "On the Asymptotic Performance of the Decorrelator", IEEE Trans. Inform. Theory, vol. 49, pp. 23092313, Sep. 2003.
17.
Y. C. Eldar and A. M. Chan, "An Optimal Whitening Approach to Linear Multiuser Detection", IEEE Trans. Inform. Theory, vol. 49, pp. 21562171, Sep. 2003.
16.
Y. C. Eldar and A. V. Oppenheim, "MMSE Whitening and Subspace Whitening", IEEE Trans. Inform. Theory, vol. 49, pp. 18461851, July 2003.
15.
Y. C. Eldar and H. Bölcskei, "Geometrically Uniform Frames", IEEE Trans. Inform. Theory, vol. 49, pp. 9931006, 2003.
14.
Y. C. Eldar, A. Megretski, and G. C. Verghese, "Designing Optimal Quantum Detectors Via Semidefinite Programming", IEEE Trans. Inform. Theory, vol. 49, pp. 10121017, Apr. 2003.
13.
Y. C. Eldar, "Mixed Quantum State Detection with Inconclusive Results", Phys. Rev. A., vol. 67, pp. 042309:1042309:14, Apr. 2003.
12.
Y. C. Eldar, "Constructing Signals with Prescribed Properties", IEEE Signal Proc. Lett., vol. 10, pp. 8284, March 2003.
11.
Y. C. Eldar and A. V. Oppenheim, "Covariance Shaping LeastSquares Estimation", IEEE Trans. Signal Processing, vol. 51, pp. 686697, March 2003.
10.
Y. C. Eldar, "A Semidefinite Programming Approach to Optimal Unambiguous Discrimination of Quantum States", IEEE Trans. Inform. Theory, vol. 49, pp. 446456, Feb. 2003.
9.
Y. C. Eldar, "Sampling and Reconstruction in Arbitrary Spaces and Oblique Dual Frame Vectors", J. Fourier Analys. Appl., vol. 1, no. 9, pp. 7796, Jan. 2003.
2002
8.
Y. C. Eldar and A. V. Oppenheim, "Quantum Signal Processing", Signal Processing Mag., vol. 19, pp. 1232, Nov. 2002.
7.
Y. C. Eldar, "LeastSquares Inner Product Shaping", Linear Algebra Appl., vol. 348, pp. 153174, May 2002.
6.
Y. C. Eldar and G. D. Forney, Jr., "Optimal Tight Frames and Quantum Measurement", IEEE Trans. Inform. Theory, vol. 48, no. 3, pp. 599610, March 2002.
5.
Y. C. Eldar and A. V. Oppenheim, "Orthogonal Multiuser Detection", Signal Processing, vol. 82, no. 2, pp. 321325, Feb. 2002.
4.
Y. C. Eldar, "On Geometric Properties of the Decorrelator", IEEE Comm. Letters, vol. 6, pp. 1618, Jan. 2002.
2001
3.
Y. C. Eldar and A. Yeredor, "FiniteMemory Denoising in Impulsive Noise Using Gaussian Mixture Models", IEEE Trans. Circuits and Systems II, vol. 48, pp. 10691077, Nov. 2001.
2.
Y. C. Eldar and G. D. Forney, Jr., "On Quantum Detection and the SquareRoot Measurement", IEEE Trans. Inform. Theory, vol. 47, pp. 858872, March 2001.
2000
1.
Y. C. Eldar and A. V. Oppenheim, "Filter Bank Reconstruction of Bandlimited Signals From Nonuniform and Generalized Samples", IEEE Trans. Signal Processing, vol. 48, pp. 28642875, Oct. 2000.

