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ORCIDMatan Gavish
Person information
- affiliation: The Hebrew University of Jerusalem, Israel
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2020 – today
- 2024
[c7]Aravind Harikumar, Itamar Shenhar, Miguel R. Pebes-Trujillo, Qin Lin, Menachem Moshelion, Jie He, Kee Woei Ng, Matan Gavish, Ittai Herrmann:
Smartphone Lidar Reliably Estimates Leaf Nitrogen Concentration and Shoot Biomass on Leafy Vegetable Crops. IGARSS 2024: 4183-4186- 2022
- [i10]Matan Gavish, William E. Leeb, Elad Romanov:
Matrix Denoising with Partial Noise Statistics: Optimal Singular Value Shrinkage of Spiked F-Matrices. CoRR abs/2211.00986 (2022) - 2021
- [j9]Marina Haikin, Matan Gavish, Dustin G. Mixon, Ram Zamir:
Asymptotic Frame Theory for Analog Coding. Found. Trends Commun. Inf. Theory 18(4): 526-645 (2021) - [i9]Marina Haikin, Matan Gavish, Dustin G. Mixon, Ram Zamir:
Asymptotic Frame Theory for Analog Coding. CoRR abs/2108.12618 (2021) - 2020
- [j8]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): 2000080 (2020) - [j7]Richard G. Baraniuk, David L. Donoho, Matan Gavish:
The science of deep learning. Proc. Natl. Acad. Sci. USA 117(48): 30029-30032 (2020) - [c6]Roy Mor, Erez Peterfreund, Matan Gavish, Amir Globerson:
Optimal Strategies Against Generative Attacks. ICLR 2020 - [i8]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 abs/2004.07234 (2020)
2010 – 2019
- 2018
- [c5]Marina Haikin, Ram Zamir, Matan Gavish:
Frame Moments and Welch Bound with Erasures. ISIT 2018: 2057-2061 - [i7]Marina Haikin, Ram Zamir, Matan Gavish:
Frame Moments and Welch Bound with Erasures. CoRR abs/1801.04548 (2018) - [i6]Elad Romanov, Matan Gavish:
The Noise-Sensitivity Phase Transition in Spectral Group Synchronization Over Compact Groups. CoRR abs/1803.03287 (2018) - 2017
- [j6]Matan Gavish, David L. Donoho:
Optimal Shrinkage of Singular Values. IEEE Trans. Inf. Theory 63(4): 2137-2152 (2017) - [c4]Danny Barash, Matan Gavish:
Optimal Shrinkage of Singular Values Under Random Data Contamination. NIPS 2017: 6160-6170 - [i5]Marina Haikin, Ram Zamir, Matan Gavish:
Random Subsets of Structured Deterministic Frames have MANOVA Spectra. CoRR abs/1701.01211 (2017) - [i4]Elad Romanov, Matan Gavish:
Near-optimal matrix recovery from random linear measurements. CoRR abs/1705.09958 (2017) - [i3]Danny Barash, Matan Gavish:
Optimal Shrinkage of Singular Values Under Random Data Contamination. CoRR abs/1710.09787 (2017) - 2014
- [j5]Matan Gavish, David L. Donoho:
The Optimal Hard Threshold for Singular Values is \(4/\sqrt {3}\). IEEE Trans. Inf. Theory 60(8): 5040-5053 (2014) - 2013
- [j4]Matan Gavish, David L. Donoho, Amos Onn:
Dream applications of verifiable computational results. XRDS 19(3): 58-61 (2013) - [j3]Matan Gavish, Boaz Nadler:
Normalized Cuts Are Approximately Inverse Exit Times. SIAM J. Matrix Anal. Appl. 34(2): 757-772 (2013) - [i2]David L. Donoho, Matan Gavish, Andrea Montanari:
The Phase Transition of Matrix Recovery from Gaussian Measurements Matches the Minimax MSE of Matrix Denoising. CoRR abs/1302.2331 (2013) - [i1]Moshe Dubiner, Matan Gavish, Yoram Singer:
The Maximum Entropy Relaxation Path. CoRR abs/1311.1644 (2013) - 2012
- [j2]Matan Gavish, David L. Donoho:
Three Dream Applications of Verifiable Computational Results. Comput. Sci. Eng. 14(4): 26-31 (2012) - 2011
- [c3]Ron Bekkerman, Matan Gavish:
High-precision phrase-based document classification on a modern scale. KDD 2011: 231-239 - [c2]Matan Gavish, David L. Donoho:
A Universal Identifier for Computational Results. ICCS 2011: 637-647 - 2010
- [c1]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: 367-374
2000 – 2009
- 2007
- [j1]Matan Gavish, Amnon Peled, Benny Chor:
Genetic code symmetry and efficient design of GC-constrained coding sequences. Bioinform. 23(2): 57-63 (2007)
Coauthor Index
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