Michael Zibulevsky

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Michael EladProfessor of Computer Science, Technion, IsraelVerified email at cs.technion.ac.il
Alex BronsteinTechnion, Department of Computer ScienceVerified email at technion.ac.il
Michael BronsteinDeepMind Professor of AI, University of Oxford / Head Graph ML Research, TwitterVerified email at cs.ox.ac.uk
Barak A. PearlmutterProf Comp Science, Maynooth UniversityVerified email at pearlmutter.net
Pavel Kisilev, PhDCTO AI, Huawei Tel Aviv Research CenterVerified email at huawei.com
Alfred BrucksteinOllendorff Chair in Science, Technion, IIT, Haifa, IsraelVerified email at cs.technion.ac.il
Dmitri ModelUniversity of TorontoVerified email at utoronto.ca
Shy ShohamNYU Langone HealthVerified email at nyu.edu
Yoav ShechtmanAssociate Professor, Technion - Israel Institute of TechnologyVerified email at bm.technion.ac.il
Yonina EldarMath and Computer Science, WeizmannVerified email at weizmann.ac.il
Alexander SzameitProfessor of Physics, University of RostockVerified email at uni-rostock.de
Mordechai SegevSolid State Institute, Physics Department and Electrical Engineering Department Technion - IsraelVerified email at technion.ac.il
Hod DanaAssistant Professor, Lerner Research Institute, Cleveland ClinicVerified email at ccf.org
Amir AdlerSenior Lecturer, Braude College of EngineeringVerified email at braude.ac.il
a ben talprofessor of operations research, Technion, israel Institute of technologyVerified email at ie.technion.ac.il
Yoav Y. SchechnerDept. Electrical Engineering, Technion - Israel Institute of TechnologyVerified email at ee.technion.ac.il
Haim AzhariDept. of Biomedical Eng. Technion IITVerified email at bm.technion.ac.il
Ron KimmelProf. of CS (& ECE) Technion, CSO of Lumix.AI, IsraelVerified email at cs.technion.ac.il
Pavel SidorenkoPh.D. Student, Technion – Israel Institute of TechnologyVerified email at alumni.technion.ac.il
Jeremias SulamAssistant Professor, BME, Johns Hopkins UniversityVerified email at jhu.edu

Michael Zibulevsky

Adjunct Professor of Computer Science, Technion - Israel Institute of Technology

Verified email at cs.technion.ac.il

Nonlinear optimization independent component analysis and blind source separation Sparse representations of signals and images


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Blind source separation by sparse decomposition in a signal dictionary M Zibulevsky, BA Pearlmutter Neural computation 13 (4), 863-882, 2001	1132	2001
Underdetermined blind source separation using sparse representations P Bofill, M Zibulevsky Signal processing 81 (11), 2353-2362, 2001	1042	2001
Efficient implementation of the K-SVD algorithm using batch orthogonal matching pursuit R Rubinstein, M Zibulevsky, M Elad Computer Science Department, Technion, 2008	959	2008
Double sparsity: Learning sparse dictionaries for sparse signal approximation R Rubinstein, M Zibulevsky, M Elad IEEE Transactions on signal processing 58 (3), 1553-1564, 2009	760	2009
L1-L2 optimization in signal and image processing M Zibulevsky, M Elad IEEE Signal Processing Magazine 27 (3), 76-88, 2010	525	2010
On the uniqueness of nonnegative sparse solutions to underdetermined systems of equations AM Bruckstein, M Elad, M Zibulevsky IEEE Transactions on Information Theory 54 (11), 4813-4820, 2008	320	2008
Coordinate and subspace optimization methods for linear least squares with non-quadratic regularization M Elad, B Matalon, M Zibulevsky Applied and Computational Harmonic Analysis 23 (3), 346-367, 2007	259	2007
Penalty/barrier multiplier methods for convex programming problems A Ben-Tal, M Zibulevsky SIAM Journal on Optimization 7 (2), 347-366, 1997	243	1997
Sparsity-based single-shot subwavelength coherent diffractive imaging A Szameit, Y Shechtman, E Osherovich, E Bullkich, P Sidorenko, H Dana, ... Nature materials 11 (5), 455-459, 2012	213	2012
Blind separation of more sources than mixtures using sparsity of their short-time Fourier transform P Bofill Proc. ICA2000, 2000	190	2000
Blind deconvolution of images using optimal sparse representations MM Bronstein, AM Bronstein, M Zibulevsky, YY Zeevi IEEE Transactions on Image Processing 14 (6), 726-736, 2005	148	2005
A wide-angle view at iterated shrinkage algorithms M Elad, B Matalon, J Shtok, M Zibulevsky Wavelets XII 6701, 15-33, 2007	146	2007
Sparse ICA for blind separation of transmitted and reflected images AM Bronstein, MM Bronstein, M Zibulevsky, YY Zeevi International Journal of Imaging Systems and Technology 15 (1), 84-91, 2005	140	2005
Reconstruction in diffraction ultrasound tomography using nonuniform FFT MM Bronstein, AM Bronstein, M Zibulevsky, H Azhari IEEE transactions on medical imaging 21 (11), 1395-1401, 2002	136	2002
Blind source separation via multinode sparse representation M Zibulevsky, P Kisilev, Y Zeevi, B Pearlmutter Advances in neural information processing systems 14, 2001	127	2001
Image denoising with shrinkage and redundant representations M Elad, B Matalon, M Zibulevsky 2006 IEEE Computer Society Conference on Computer Vision and Pattern …, 2006	120	2006
Sequential subspace optimization method for large-scale unconstrained problems G Narkiss, M Zibulevsky Technion-IIT, Department of Electrical Engineering, 2005	114*	2005
Signal reconstruction in sensor arrays using sparse representations D Model, M Zibulevsky Signal Processing 86 (3), 624-638, 2006	105	2006
Extraction of a source from multichannel data using sparse decomposition M Zibulevsky, YY Zeevi Neurocomputing 49 (1-4), 163-173, 2002	103	2002
A multiscale framework for blind separation of linearly mixed signals P Kisilev, M Zibulevsky, YY Zeevi The Journal of Machine Learning Research 4, 1339-1363, 2003	101	2003

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