Matan Gavish
Matan Gavish
Assistant Professor of Computer Science, Hebrew University of Jerusalem
Verified email at cs.huji.ac.il
TitleCited byYear
The Optimal Hard Threshold for Singular Values is
M Gavish, DL Donoho
IEEE Transactions on Information Theory 60 (8), 5040-5053, 2014
231*2014
Multiscale Wavelets on Trees, Graphs and High Dimensional Data: Theory and Applications to Semi Supervised Learning.
M Gavish, B Nadler, RR Coifman
ICML, 367-374, 2010
1942010
Deterministic matrices matching the compressed sensing phase transitions of Gaussian random matrices
H Monajemi, S Jafarpour, M Gavish, DL Donoho, ...
Proceedings of the National Academy of Sciences 110 (4), 1181-1186, 2013
842013
Optimal shrinkage of singular values
M Gavish, DL Donoho
IEEE Transactions on Information Theory 63 (4), 2137-2152, 2017
742017
Minimax risk of matrix denoising by singular value thresholding
D Donoho, M Gavish
The Annals of Statistics 42 (6), 2413-2440, 2014
742014
Optimal shrinkage of eigenvalues in the spiked covariance model
DL Donoho, M Gavish, IM Johnstone
arXiv preprint arXiv:1311.0851, 2013
612013
High-precision phrase-based document classification on a modern scale
R Bekkerman, M Gavish
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
562011
Harmonic analysis of digital data bases
RR Coifman, M Gavish
Wavelets and Multiscale analysis, 161-197, 2011
532011
A Universal Identifier for Computational Results.
M Gavish, DL Donoho
ICCS, 637-647, 2011
512011
The phase transition of matrix recovery from Gaussian measurements matches the minimax MSE of matrix denoising
DL Donoho, M Gavish, A Montanari
Proceedings of the National Academy of Sciences 110 (21), 8405-8410, 2013
502013
Sampling, denoising and compression of matrices by coherent matrix organization
M Gavish, RR Coifman
Applied and Computational Harmonic Analysis 33 (3), 354-369, 2012
342012
Optimal shrinkage of eigenvalues in the spiked covariance model
DL Donoho, M Gavish, IM Johnstone
Annals of statistics 46 (4), 1742, 2018
312018
Wavelets and multiscale analysis: theory and applications
J Cohen, AI Zayed
Springer Science & Business Media, 2011
262011
Measures with uniform scaling scenery
M Gavish
Ergodic Theory and Dynamical Systems 31 (1), 33-48, 2011
202011
Method and apparatus for certification of facts
DL Donoho, M Gavish
US Patent 9,064,238, 2015
192015
Three dream applications of verifiable computational results
M Gavish, D Donoho
Computing in Science & Engineering 14 (4), 26-31, 2012
182012
Random subsets of structured deterministic frames have MANOVA spectra
M Haikin, R Zamir, M Gavish
Proceedings of the National Academy of Sciences 114 (26), E5024-E5033, 2017
82017
Genetic code symmetry and efficient design of GC-constrained coding sequences
M Gavish, A Peled, B Chor
Bioinformatics 23 (2), e57-e63, 2007
72007
Near-optimal matrix recovery from random linear measurements
E Romanov, M Gavish
Proceedings of the National Academy of Sciences 115 (28), 7200-7205, 2018
52018
Normalized cuts are approximately inverse exit times
M Gavish, B Nadler
SIAM Journal on Matrix Analysis and Applications 34 (2), 757-772, 2013
52013
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