Journal Publications

    Published (and Accepted) Articles:

  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. 2864-2875, Oct. 2000.

  2. Y. C. Eldar and G. D. Forney, Jr., "On Quantum Detection and the Square-Root Measurement," IEEE Trans. Inform. Theory, vol. 47, pp. 858-872, Mar. 2001.

  3. 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, Nov. 2001.

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

  5. Y. C. Eldar and A. V. Oppenheim, "Orthogonal Multiuser Detection," Signal Processing, vol. 82, no. 2, pp. 321-325, Feb. 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. 599-610, Mar. 2002.

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

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

  9. Y. C. Eldar, "Sampling and Reconstruction in Arbitrary Spaces and Oblique Dual Frame Vectors", J. Fourier Analys. Appl., vol. 1, no. 9, pp. 77-96, Jan. 2003.

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

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

  12. Y. C. Eldar, "Constructing Signals with Prescribed Properties," IEEE Signal Proc. Lett., vol. 10, pp. 82-84, Mar. 2003.

  13. Y. C. Eldar, "Mixed Quantum State Detection with Inconclusive Results," Phys. Rev. A., vol. 67, pp. 042309:1-042309:14, Apr. 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. 1012-1017, Apr. 2003.

  15. Y. C. Eldar and H. Bölcskei, "Geometrically Uniform Frames," IEEE Trans. Inform. Theory, vol. 49, pp. 993-1006, 2003.

  16. Y. C. Eldar and A. V. Oppenheim, "MMSE Whitening and Subspace Whitening,'' IEEE Trans. Inform. Theory, vol. 49, pp. 1846-1851, July 2003.

  17. Y. C. Eldar and A. M. Chan, "An Optimal Whitening Approach to Linear Multiuser Detection,'' IEEE Trans. Inform. Theory,  vol. 49, pp. 2156-2171, Sep. 2003.

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

  19. 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, Nov. 2003.

  20. Y. C. Eldar, "Minimum Variance in Biased Estimation: Bounds and Asymptotically Optimal Estimators," IEEE Trans. Signal Processing, vol. 52, pp. 1915-1930,  July 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. 1931-1946,  July 2004.

  22. 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,  Aug. 2004.

  23. Y. C. Eldar, A. V. Oppenheim, and D. Egnor, "Orthogonal and Projected Orthogonal Matched Filter Detection,'' Signal Processing, vol. 84, pp. 677-693, 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. 1198-1207, June 2004.

  25. 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.

  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.

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

  28. Y. C. Eldar and Neri Merhav, "Minimax MSE-Ratio Estimation with Signal Covariance Uncertainties," IEEE Trans. Signal Processing, vol. 53, no. 4, pp. 1335-1347, Apr. 2005.

  29. O. Christensen and Y. C. Eldar, "Generalized Shift-Invariant Systems and Frames for Subspaces,"  J. Fourier Analys. Appl., vol. 11, no. 3, pp. 299-313, June 2005.

  30. Y. C. Eldar and S. Shamai (Shitz), "A Covariance Shaping Framework for Linear Multiuser Detection," IEEE Trans. Inform. Theory, vol. 51, no. 7, pp. 2426-2446, July 2005.

  31. Z. Ben-Haim and Y. C. Eldar, "Maximum Set Estimators with Bounded Estimation Error," IEEE Trans. Signal Processing, vol. 53, no. 8, pp. 3172-3182, Aug. 2005.

  32. Y. C. Eldar, "Robust Deconvolution of Deterministic and Random Signals," IEEE Trans. Inform. Theory, vol. 51, no. 8,  pp. 2921-2929, Aug. 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. no. 3, pp. 347-359, Sep. 2005.

  34. A. Wiesel, Y. C. Eldar and S. Shamai (Shitz), "Semidefinite Relaxation for Detection of 16-QAM Signaling in MIMO Channels," IEEE Signal Proc. Lett., vol. 12, no. 9, pp. 653-656, Sep. 2005.

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

  36. T. Werther, Y. C. Eldar and N. K. Subbanna, "Dual Gabor Frames: Theory and Computational Aspects'', IEEE Trans. Signal Processing, vol. 53, no. 11, pp. 4147-4158, Nov. 2005.

  37. 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.107 155-187, Springer, 2006.

  38. Y. C. Eldar, "Minimax MSE Estimation of Deterministic Parameters with Noise Covariance Uncertainties," IEEE Trans. Signal Processing, vol. 54, no. 1, pp. 138-145, Jan. 2006.

  39. A. Wiesel, Y. C. Eldar and S. Shamai (Shitz), "Linear Precoding Via Conic Programming for Fixed MIMO Receivers," IEEE Trans. Signal Processing, vol. 54, no. 1, pp. 161-176, 2006. Best Paper Award.

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

  41. Y. C. Eldar, "Minimax Estimation of Deterministic Parameters in Linear Models with a Random Model Matrix," IEEE Trans. Signal Processing, vol. 54, no. 2, pp. 601-612, Feb. 2006.

  42. Y. C. Eldar, A. Nehorai and P. S. La Rosa, "An Expected Least-Squares Beamforming Approach to Signal Estimation with Steering Vector Uncertainties,"  IEEE Signal Processing Letters, vol. 13, no. 5, pp. 288-291, May 2006.

  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, no. 5, pp. 292-295, May 2006.

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

  45. Y. C. Eldar, "Comparing Between Estimation Approaches: Admissible and Dominating Linear Estimators," IEEE Trans. Signal Processing, vol. 54, no. 5, pp. 1689-1702, May 2006.

  46. Y. C. Eldar and T. Dvorkind, "A Minimum Squared-Error Framework for Generalized Sampling," IEEE Trans. Signal Processing, vol. 54, no. 6, pp. 2155-2167, June 2006.

  47. Y. C. Eldar and M. Unser,"Nonideal Sampling and Interpolation from Noisy Observations in Shift-Invariant Spaces," IEEE Trans. Signal Processing, Vol. 54, No. 7, pp. 2636-2651, July 2006.

  48. Y. C. Eldar, "Uniformly Improving the Cramer-Rao Bound and Maximum-Likelihood Estimation,"  IEEE Trans. on Signal Processing, vol. 54, no. 8, pp. 2943-2956, Aug. 2006.

  49. Y. C. Eldar, "Robust Competitive Estimation with Signal and Noise Covariance Uncertainties,"  IEEE Trans. Inform. Theory, vol. 52, no. 10, pp. 4532-4547, Oct. 2006.

  50. A. Beck and Y. C. Eldar, "Strong Duality in Nonconvex Quadratic Optimization with Two Quadratic Constraints," SIAM J. Optim., vol. 17, no. 3, pp. 844-860, 2006.

  51. Y. C. Eldar, "Mean-Squared Error Sampling and Reconstruction in the Presence of Noise," IEEE Trans. on Signal Processing, vol. 54, no. 12, pp. 4619-4633, Dec. 2006.

  52. A. Beck and Y. C. Eldar, "Doubly Constrained Robust Capon Beamformer with Ellipsoidal Uncertainty Sets," IEEE Trans. on Signal Processing, vol. 55, no. 2, pp. 753-758, Jan. 2007.

  53. A. Wiesel, Y. C. Eldar and S. Shamai (Shitz), "Optimization of the MIMO Compound Capacity," IEEE Trans. on Wireless Communications, vol. 6, no. 3, pp. 1094-1101, March 2007.

  54. T. Werther, E. Matusiak, Y. C. Eldar and N. K. Subbana, "A Unified Approach to Dual Gabor Windows," IEEE Trans. on Signal Processing, vol. 55, no. 5, Part 1, pp. 1758-1768, May 2007.

  55. Y. C. Eldar, E. Matusiak and T. Werther, "A Constructive Inversion Framework for Twisted Convolution," Monatsh. Masth. 150, 297-308 (2007).

  56. N. Elron and Y. C. Eldar, "Optimal Encoding of Classical Information in a Quantum Medium," IEEE Trans. on Inform. Theory, vol. 53, no. 5, pp. 1900-1907, May 2007.

  57. A. Beck and Y. C. Eldar, "Regularization in Regression with Bounded Noise: A Chebyshev Center Approach," SIAM J. Matrix Anal. Appl., vol. 29 no. 2, pp. 606-625, May 2007.

  58. A. Beck, Y. C. Eldar and A. Ben-Tal, "Mean-Squared Error Estimation for Linear Systems with Block Circulant Uncertainty," SIAM J. Matrix Anal. Appl., vol. 29, no.3, pp. 712-730, June 2007.

  59. T. G. Dvorkind, H. Kirshner, Y.C. Eldar and M. Porat, "Minimax Approximation of Representation Coefficients from Generalized Samples," IEEE Trans. Signal Processing, vol. 55, no. 9, pp. 4430-4443, Sep. 2007.

  60. Z. Ben-Haim and Y. C. Eldar, "Blind Minimax Estimation," IEEE Trans. on Inform. Theory, vol. 53, no. 9, pp. 3145-3157, Sep. 2007.

  61. L. Grossman and Y. C. Eldar, "An L1-Method for the Design of Linear-Phase FIR Digital Filters," IEEE Trans. Signal Processing, vol. 55, no. 11, pp. 5253-5266, Nov. 2007.

  62. Y. C. Eldar, A. Nehorai and P. S. La Rosa, "A Competitive Mean-Squared Error Approach to Beamforming," IEEE Trans. Signal Processing, vol. 55, no. 11, pp. 5143-5154, Nov. 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, no. 4, pp. 651-659, Dec. 2007.

  64. Y. C. Eldar, "Rethinking Biased Estimation: Improving Maximum Likelihood and the Cramèr-Rao Bound", Foundations and Trends in Signal Processing, Vol. 1, No. 4, pp. 305–449, 2008.

    65.  

  65. S. Suthram, A. Beyer, R. M. Karp, Y. 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.

  66. Y. C. Eldar, A. Beck and M. Teboulle, "A Minimax Chebyshev Estimator for Bounded Error Estimation," IEEE Trans. on Signal Processing, vol. 56, no. 4, pp. 1388-1397, April 2008.

  67. S. Kay and Y. C. Eldar, "Rethinking Biased Estimation," Signal Proc. Magazine, vol. 25, no. 3, pp. 133-136, May 2008.

  68. Y. C. Eldar, "Universal Weighted MSE Improvement of the Least-Squares Estimator," IEEE Trans. on Signal Processing, vol. 56, no. 5, pp. 1788-1800, May 2008.

  69. A. Wiesel, Y. C. Eldar and A. Yeredor, "Linear Regression with Gaussian Model Uncertainty: Algorithms and Bounds," IEEE Trans. on Signal Processing., vol. 56, no. 6, pp. 2194-2205, June 2008.

  70. E. Margolis and Y. C. Eldar, "Nonuniform Sampling of Periodic Bandlimited Signals," IEEE Trans. Signal Processing, vol. 56, no. 7, pp. 2728-2745, July 2008.

  71. Y. C. Eldar, "MSE Bounds with Affine Bias Dominating the Cramer-Rao Bound," IEEE Trans. on Signal Processing, vol. 56, no. 8, pp. 3824-3836, August 2008.

  72. E. Ben-Yaacov and Y. C. Eldar, "A Fast and Flexible Method for the Segmentation of aCGH Data," Bioinformatics, vol. 24, no. 16, pp. i139-i145, Sep. 2008.

  73. A. Wiesel, Y. C. Eldar and S. Shamai, "Zero Forcing Precoding and Generalized Inverses," IEEE Trans. on Signal Processing, vol. 56, no. 9, pp. 4409-4418, Sep. 2008.

  74. Y. C. Eldar and J. Chernoi, "A Pre-Test Like Estimator Dominating the Least-Squares Method,"  J. of Statistical Planning and Inference, vol. 138, no. 10, pp. 3069-3085, October 2008.

  75. M. Mishali and Y. C. Eldar, "Reduce and Boost: Recovering Arbitrary Sets of Jointly Sparse Vectors," IEEE Trans. on Signal Processing, vol. 56, no. 10, pp. 4692-4702, Oct. 2008.

  76. Z. Ben-Haim and Y. C. Eldar, "A Comment on the Use of the Weiss-Weinstein Bound with Constrained Parameter Sets", IEEE Trans. Inf. Theory, vol. 54, no. 10, pp. 4682-4684, Oct. 2008.

  77. T. G. Dvorkind, Y. C. Eldar and E. Matusiak, "Nonlinear and Non-Ideal Sampling: Theory and Methods", IEEE Trans. on Signal Processing, vol. 56, no. 12, pp. 5874-5890, Dec. 2008.

  78. Y. C. Eldar, "Generalized SURE for Exponential Families: Applications to Regularization," IEEE Trans. on Signal Processing, vol. 57, no. 2, pp. 471-481, Feb. 2009.

  79. T. Michaeli and Y. C. Eldar, "High Rate Interpolation of Random Signals from Nonideal Samples," IEEE Trans. on Signal Processing, vol. 57, no. 3, pp. 977-992, March 2009.

  80. M. Mishali and Y. C. Eldar, "Blind Multi-Band Signal Reconstruction: Compressed Sensing for Analog Signals," IEEE Trans. on Signal Processing, vol. 57, no. 3, pp. 993-1009, March 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, no. 2104, pp. 1093-1101, Apr. 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, no. 5, pp. 1277-1320, May 2009.

  83. Y. C. Eldar and T. Michaeli, "Beyond Bandlimited Sampling", IEEE Signal Proc. Magazine, vol. 26, no. 3, pp. 48-68, May 2009.

  84. Z. Ben-Haim and Y. C. Eldar, "On the Constrained Cramér–Rao Bound with a Singular Fisher Information Matrix," IEEE Signal Processing Letters, vol. 16, no. 6, pp. 453-456, June 2009.

  85. Y. C. Eldar, "Compressed Sensing of Analog Signals in Shift-Invariant Spaces", IEEE Trans. Signal Processing, vol. 57, no. 8, pp. 2986-2997, August 2009.

  86. Z. Ben-Haim and Y. C. Eldar, "A Lower Bound on the Bayesian MSE Based on the Optimal Bias Function", IEEE Trans. Inform. Theory, vol. 55, no. 11, pp. 5179-5196, November 2009.

  87. Y. C. Eldar and M. Mishali, "Robust Recovery of Signals From a Structured Union of Subspaces", arXiv.org 0807.4581, IEEE Trans. Inform. Theory, vol. 55, no. 11, pp. 5302-5316, November 2009.

  88. T. Dvorkind and Y. C. Eldar, "Robust and consistent solutions for generalized sampling", to appear in IEEE Signal Proc. Letters.

  89. 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," to appear in Molecular Systems.

  90. Y. C. Eldar, "Uncertainty Relations for Shift-Invariant Analog Signals",  to appear in IEEE Trans. Inform. Theory.

  91. A. Wiesel, Y. C. Eldar and A. O. Hero III, "Covariance Estimation in Decomposable Gaussian Graphical Models", to appear in IEEE Transactions on Signal Processing.

  92. Y.C. Eldar and P. Volker, "Recovering Signals from Lowpass Data", to appear in IEEE Trans. Signal Process.

  93. Y. C. Eldar and Holger Rauhut, "Average Case Analysis of Multichannel Sparse Recovery Using Convex Relaxation," to appear in IEEE Transactions on Info. Theory.

  94. M. Mishali and Y. C. Eldar, "From Theory to Practice: Sub-Nyquist sampling of Sparse Wideband Analog Signals", arXiv.org 0902.4291; to appear in IEEE Journal of Selected Topics on Signal Processing.

    95.           Submitted for Publication:

  95. T. Michaeli and Y. C. Eldar, "Constrained Linear Minimum MSE Estimation," CCIT Report #641, Oct. 2007, EE Dept., Technion─Israel Institute of Technology; submitted to IEEE Trans. on Signal Processing, Oct. 2007.

  96. J. Chernoi and Y. C. Eldar, "Improving Maximum Likelihood for Constrained Denoising: An Extended Chebyshev Approach", submitted to IEEE Trans. on Inform. Theory, Sept. 2008.

  97. Z. Ben-Haim, Y. C. Eldar and M. Elad, "Near-Oracle Performance of Basis Pursuit Under Random Noise," submitted to IEEE Transactions on Signal Processing, Mar. 2009.

  98. A. Beck and Y. C. Eldar, "Structured Total Maximum Likelihood: An Alternative to Structured Total Least-Squares", submitted to SIAM J. Matrix Anal. Appl., Apr. 2009. 

  99. K. Gedalyahu and Y. C. Eldar, "Low Rate Sampling Schemes for Time Delay Estimation", submitted to IEEE Transactions on Signal Processing, May 2009.

  100. Z. Ben-Haim and Y. C. Eldar, "The Cramér–Rao Bound for Sparse Estimation", submitted to IEEE Transactions on Signal Processing, May 2009.

  101. Y. C. Eldar, P. Kuppinger and H. Bolcskei, "Compressed Sensing of Block-Sparse Signals: Uncertainty Relations and Efficient Recovery", submitted to IEEE Transactions on Signal Processing, June 2009.

  102. E. Matusiak, T. Michaeli and Y. C. Eldar, "Non-Invertible Gabor Transforms", submitted to IEEE Transactions on Signal Processing, July 2009.

  103. Y. Chen, A. Wiesel, Y. C. Eldar and A. O. Hero III, " Shrinkage Algorithms for MMSE Covariance Estimation," submitted to IEEE Transactions on Signal Processing, Jul. 2009

  104. T. Factor, T. Michaeli, and Y. C. Eldar, "Nonlinear and nonideal sampling revisited," submitted to IEEE Signal Processing Letters.

  105. 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 connexin43 internalization in neonatal rat ventricular myocytes," submitted to General Physiology and Biophysics, October 2009.

  106. M. Mishali, Y. C. Eldar and A. Elron, " Xampling -- Part I: Practice," CCIT Report #747 Oct-09, EE Pub No. 1704, EE Dept., Technion - Israel Institute of Technology; [Online] arXiv 0911.0519, Oct. 2009.