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Matan Gavish
Matan Gavish
Associate Professor of Computer Science, The Hebrew University of Jerusalem
Verified email at cs.huji.ac.il
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Cited by
Year
The Optimal Hard Threshold for Singular Values is
M Gavish, DL Donoho
IEEE Transactions on Information Theory 60 (8), 5040-5053, 2014
7042014
Multiscale wavelets on trees, graphs and high dimensional data: theory and applications to semi supervised learning.
M Gavish, B Nadler, RR Coifman
ICML 10, 367-74, 2010
2882010
Optimal shrinkage of eigenvalues in the spiked covariance model
DL Donoho, M Gavish, IM Johnstone
Annals of statistics 46 (4), 1742, 2018
2232018
Optimal shrinkage of singular values
M Gavish, DL Donoho
IEEE Transactions on Information Theory 63 (4), 2137-2152, 2017
1972017
Minimax risk of matrix denoising by singular value thresholding
D Donoho, M Gavish
1312014
Deterministic matrices matching the compressed sensing phase transitions of Gaussian random matrices
H Monajemi, S Jafarpour, M Gavish, Stat 330/CME 362 Collaboration, ...
Proceedings of the National Academy of Sciences 110 (4), 1181-1186, 2013
1212013
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
752011
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
732013
A universal identifier for computational results
M Gavish, D Donoho
Procedia Computer Science 4, 637-647, 2011
652011
Harmonic analysis of digital data bases
RR Coifman, M Gavish
Wavelets and Multiscale Analysis: Theory and Applications, 161-197, 2011
632011
The science of deep learning
R Baraniuk, D Donoho, M Gavish
Proceedings of the National Academy of Sciences 117 (48), 30029-30032, 2020
532020
Sampling, denoising and compression of matrices by coherent matrix organization
M Gavish, RR Coifman
Applied and Computational Harmonic Analysis 33 (3), 354-369, 2012
472012
The association of inflammatory bowel diseases with autoimmune disorders: a report from the epi-IIRN
S Bar Yehuda, R Axlerod, O Toker, N Zigman, I Goren, V Mourad, ...
Journal of Crohn's and Colitis 13 (3), 324-329, 2019
402019
Wavelets and multiscale analysis: theory and applications
J Cohen, AI Zayed
Springer Science & Business Media, 2011
382011
Method and apparatus for certification of facts
DL Donoho, M Gavish
US Patent 9,064,238, 2015
302015
Automated evaluation of human embryo blastulation and implantation potential using deep‐learning
Y Kan-Tor, N Zabari, I Erlich, A Szeskin, T Amitai, D Richter, Y Or, ...
Advanced Intelligent Systems 2 (10), 2000080, 2020
282020
Measures with uniform scaling scenery
M Gavish
Ergodic Theory and Dynamical Systems 31 (1), 33-48, 2011
252011
Three dream applications of verifiable computational results
M Gavish, D Donoho
Computing in Science & Engineering 14 (4), 26-31, 2012
232012
ScreeNOT: Exact MSE-optimal singular value thresholding in correlated noise
D Donoho, M Gavish, E Romanov
The Annals of Statistics 51 (1), 122-148, 2023
222023
Local conformal autoencoder for standardized data coordinates
E Peterfreund, O Lindenbaum, F Dietrich, T Bertalan, M Gavish, ...
Proceedings of the National Academy of Sciences 117 (49), 30918-30927, 2020
222020
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