Matan Gavish

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 15

Top Topics

Phase Transition

Singular Values

Top Venues

IEEE Trans. Inf. Theory

SIAM J. Matrix Anal. Appl.

Publications

Matan Gavish, William E. Leeb, Elad Romanov
Matrix Denoising with Partial Noise Statistics: Optimal Singular Value Shrinkage of Spiked F-Matrices. CoRR (2022)
Marina Haikin, Matan Gavish, Dustin G. Mixon, Ram Zamir
Asymptotic Frame Theory for Analog Coding. Found. Trends Commun. Inf. Theory 18 (4) (2021)
Marina Haikin, Matan Gavish, Dustin G. Mixon, Ram Zamir
Asymptotic Frame Theory for Analog Coding. CoRR (2021)
Erez Peterfreund, Ofir Lindenbaum, Felix Dietrich, Tom Bertalan, Matan Gavish, Ioannis G. Kevrekidis, Ronald R. Coifman
LOCA: LOcal Conformal Autoencoder for standardized data coordinates. CoRR (2020)
Richard G. Baraniuk, David L. Donoho, Matan Gavish
The science of deep learning. Proc. Natl. Acad. Sci. USA 117 (48) (2020)
Roy Mor, Erez Peterfreund, Matan Gavish, Amir Globerson
Optimal Strategies Against Generative Attacks. ICLR (2020)
Yoav Kan-Tor, Nir Zabari, Ity Erlich, Adi Szeskin, Tamar Amitai, Dganit Richter, Yuval Or, Zeev Shoham, Arye Hurwitz, Iris Har-Vardi, Matan Gavish, Assaf Ben-Meir, Amnon Buxboim
Automated Evaluation of Human Embryo Blastulation and Implantation Potential using Deep-Learning. Adv. Intell. Syst. 2 (10) (2020)
Marina Haikin, Ram Zamir, Matan Gavish
Frame Moments and Welch Bound with Erasures. ISIT (2018)
Marina Haikin, Ram Zamir, Matan Gavish
Frame Moments and Welch Bound with Erasures. CoRR (2018)
Elad Romanov, Matan Gavish
The Noise-Sensitivity Phase Transition in Spectral Group Synchronization Over Compact Groups. CoRR (2018)
Matan Gavish, David L. Donoho
Optimal Shrinkage of Singular Values. IEEE Trans. Inf. Theory 63 (4) (2017)
Marina Haikin, Ram Zamir, Matan Gavish
Random Subsets of Structured Deterministic Frames have MANOVA Spectra. CoRR (2017)
Danny Barash, Matan Gavish
Optimal Shrinkage of Singular Values Under Random Data Contamination. NIPS (2017)
Elad Romanov, Matan Gavish
Near-optimal matrix recovery from random linear measurements. CoRR (2017)
Danny Barash, Matan Gavish
Optimal Shrinkage of Singular Values Under Random Data Contamination. CoRR (2017)
Matan Gavish, David L. Donoho
The Optimal Hard Threshold for Singular Values is \(4/\sqrt {3}\). IEEE Trans. Inf. Theory 60 (8) (2014)
Moshe Dubiner, Matan Gavish, Yoram Singer
The Maximum Entropy Relaxation Path. CoRR (2013)
Matan Gavish, Boaz Nadler
Normalized Cuts Are Approximately Inverse Exit Times. SIAM J. Matrix Anal. Appl. 34 (2) (2013)
Matan Gavish, David L. Donoho, Amos Onn
Dream applications of verifiable computational results. XRDS 19 (3) (2013)
David L. Donoho, Matan Gavish, Andrea Montanari
The Phase Transition of Matrix Recovery from Gaussian Measurements Matches the Minimax MSE of Matrix Denoising CoRR (2013)
Matan Gavish, David L. Donoho
Three Dream Applications of Verifiable Computational Results. Comput. Sci. Eng. 14 (4) (2012)
Matan Gavish, David L. Donoho
A Universal Identifier for Computational Results. ICCS (2011)
Ron Bekkerman, Matan Gavish
High-precision phrase-based document classification on a modern scale. KDD (2011)
Matan Gavish, Boaz Nadler, Ronald R. Coifman
Multiscale Wavelets on Trees, Graphs and High Dimensional Data: Theory and Applications to Semi Supervised Learning. ICML (2010)
Matan Gavish, Amnon Peled, Benny Chor
Genetic code symmetry and efficient design of GC-constrained coding sequences. Bioinform. 23 (2) (2007)