Submitted for Publication:
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R. Tur, Y. C. Eldar and Z. Friedman, "Low Rate Sampling of Pulse Streams with Application to Ultrasound Imaging", submitted to IEEE Transactions on Signal Processing; [Online] arXiv:1003.2822, Mar. 2010.
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S. Gleichman and Y. C. Eldar, "Blind Compressed Sensing", submitted to IEEE Transactions on Inform. Theory; CCIT Report #759 Feb. 2010, EE Pub No. 1716, EE Dept., Technion - Israel Institute of Technology; [Online] arXiv 1002.2586, Feb. 2010.
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T. Michaeli and Y. C. Eldar, "A Hybrid vector Wiener filter approach to translational super-resolution", submitted to IEEE Transactions on Image Processing; CCIT Report # 756, EE Pub No. 1713, EE Dept., Technion – Israel Institute of Technology, Feb. 2010.
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M. Mishali, Y. C. Eldar, O. Dounaevsky and E. Shoshan, " Xampling: Analog to Digital at Sub-Nyquist Rates," CCIT Report #751 Dec-09, EE Pub No. 1708, EE Dept., Technion - Israel Institute of Technology; [Online] arXiv 0912.2495, Dec. 2009.
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R. Giryes, M. Elad, Y. C. Eldar, " The Projected GSURE for Automatic Parameter Tuning in Iterative Shrinkage Methods," submitted to Applied and Computational Harmonic Analysis, Nov. 2009.
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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.
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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.
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Z. Ben-Haim, Y. C. Eldar and M. Elad, "Coherence-Based Performance Guarantees for Estimating a Sparse Vector Under Random Noise," submitted to IEEE Transactions on Signal Processing; [Online] arXiv 0903.4579, Mar. 2009.
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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.
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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.
Published (and Accepted) Articles:
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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," to appear in General Physiology and Biophysics.
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Y. Chen, A. Wiesel, Y. C. Eldar and A. O. Hero III, " Shrinkage Algorithms for MMSE Covariance Estimation," to appear in IEEE Transactions on Signal Processing.
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Y. C. Eldar, P. Kuppinger and H. Bolcskei, "Compressed Sensing of Block-Sparse Signals: Uncertainty Relations and Efficient Recovery", to appear in IEEE Transactions on Signal Processing.
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Z. Ben-Haim and Y. C. Eldar, "The Cramér–Rao Bound for Sparse Estimation", to appear in IEEE Trans. Signal Processing. A more detailed version of this paper is available as a technical report: Z. Ben-Haim and Y. C. Eldar," The Cramér–Rao bound for sparse estimation", ech. Rep. 1714, Dept. of Electrical Engineering, Technion; arXiv:0905.4378.
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K. Gedalyahu and Y. C. Eldar, "Time Delay Estimation from Low Rate Samples: A Union of Subspaces Approach", to appear in IEEE Transactions on Signal Processing.
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E. Matusiak, T. Michaeli and Y. C. Eldar, "Non-Invertible Gabor Transforms", to appear in IEEE Transactions on Signal Processing.
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T. Factor, T. Michaeli, and Y. C. Eldar, "Nonlinear and Nonideal Sampling Revisited," to appear in IEEE Signal Processing Letters.
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Y. C. Eldar and Holger Rauhut, "Average Case Analysis of Multichannel Sparse Recovery Using Convex Relaxation," to appear in IEEE Transactions on Info. Theory.
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Y.C. Eldar and P. Volker, "Recovering Signals from Lowpass Data", to appear in IEEE Trans. Signal Process.
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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.
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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.
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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, no. 2, pp. 375-391, April 2010.
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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, Dec. 2009.
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Y. C. Eldar, "Uncertainty Relations for Shift-Invariant Analog Signals", IEEE Trans. Inform. Theory, vol. 55, no. 12, pp. 5742 - 5757, Dec. 2009.
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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, Nov. 2009.
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Y. C. Eldar and M. Mishali, "Robust Recovery of Signals From a Structured Union of Subspaces", IEEE Trans. Inform. Theory, vol. 55, no. 11, pp. 5302-5316, November 2009.
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T. Dvorkind and Y. C. Eldar, "Robust and Consistent Sampling", IEEE Signal Processing Letters, vol. 16, no. 9, pp. 739 - 742, Sept. 2009.
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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.
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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.
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Y. C. Eldar and T. Michaeli, "Beyond Bandlimited Sampling", IEEE Signal Proc. Magazine, vol. 26, no. 3, pp. 48-68, May 2009.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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S. Kay and Y. C. Eldar, "Rethinking Biased Estimation," Signal Proc. Magazine, vol. 25, no. 3, pp. 133-136, May 2008.
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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.
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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.
- 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.
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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.
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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.
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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.
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Z. Ben-Haim and Y. C. Eldar, "Blind Minimax Estimation," IEEE Trans. on Inform. Theory, vol. 53, no. 9, pp. 3145-3157, Sep. 2007.
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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.
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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.
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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.
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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.
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Y. C. Eldar, E. Matusiak and T. Werther, "A Constructive Inversion Framework for Twisted Convolution," Monatsh. Masth. 150, 297-308 (2007).
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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Y. C. Eldar and O. Christansen, "Characterization of Oblique Dual Frame Pairs," J. Applied Signal Processing, vol. 2006, Article ID 92674, pp. 1-11.
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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.
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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.
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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.
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Y. C. Eldar, "Least-Squares Orthogonalization Using Semidefinite Programming," Linear Alg. Appl., vol. 412, Issues 2-3 (2006) pp. 453-470.
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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.
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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.
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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.
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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.
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N. Elron and Y. C. Eldar, "Quantum Detection with Uncertain States," Phys. Rev. A 72, 032338, September (2005) (11 pages).
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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.
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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.
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Y. C. Eldar, "Robust Deconvolution of Deterministic and Random Signals," IEEE Trans. Inform. Theory, vol. 51, no. 8, pp. 2921-2929, Aug. 2005.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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Y. C. Eldar, A. V. Oppenheim, and D. Egnor, "Orthogonal and Projected Orthogonal Matched Filter Detection,'' Signal Processing, vol. 84, pp. 677-693, 2004.
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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.
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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.
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Y. C. Eldar, "Minimum Variance in Biased Estimation: Bounds and Asymptotically Optimal Estimators," IEEE Trans. Signal Processing, vol. 52, pp. 1915-1930, July 2004.
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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.
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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.
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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.
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Y. C. Eldar and A. V. Oppenheim, "MMSE Whitening and Subspace Whitening,'' IEEE Trans. Inform. Theory, vol. 49, pp. 1846-1851, July 2003.
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Y. C. Eldar and H. Bölcskei, "Geometrically Uniform Frames," IEEE Trans. Inform. Theory, vol. 49, pp. 993-1006, 2003.
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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.
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Y. C. Eldar, "Mixed Quantum State Detection with Inconclusive Results," Phys. Rev. A., vol. 67, pp. 042309:1-042309:14, Apr. 2003.
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Y. C. Eldar, "Constructing Signals with Prescribed Properties," IEEE Signal Proc. Lett., vol. 10, pp. 82-84, Mar. 2003.
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Y. C. Eldar and A. V. Oppenheim, "Covariance Shaping Least-Squares Estimation," IEEE Trans. Signal Processing, vol. 51, pp. 686-697, Mar. 2003.
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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.
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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.
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Y. C. Eldar and A. V. Oppenheim, "Quantum Signal Processing,'' Signal Processing Mag., vol. 19, pp. 12-32, Nov. 2002.
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Y. C. Eldar, "Least-Squares Inner Product Shaping," Linear Algebra Appl., vol. 348, pp. 153-174, May 2002.
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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.
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Y. C. Eldar and A. V. Oppenheim, "Orthogonal Multiuser Detection," Signal Processing, vol. 82, no. 2, pp. 321-325, Feb. 2002.
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Y. C. Eldar, "On Geometric Properties of the Decorrelator," IEEE Comm. Letters, vol. 6, pp. 16-18, Jan. 2002.
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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.
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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.
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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.
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