Matan Gavish

According to our database, Matan Gavish authored at least 23 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Smartphone Lidar Reliably Estimates Leaf Nitrogen Concentration and Shoot Biomass on Leafy Vegetable Crops.

Aravind Harikumar, Itamar Shenhar, Miguel R. Pebes-Trujillo, Qin Lin, Menachem Moshelion, Jie He, Kee Woei Ng, Matan Gavish, Ittai Herrmann

Proceedings of the IGARSS 2024, 2024

2022

Matrix Denoising with Partial Noise Statistics: Optimal Singular Value Shrinkage of Spiked F-Matrices.

Matan Gavish, William E. Leeb, Elad Romanov

CoRR, 2022

2021

Asymptotic Frame Theory for Analog Coding.

Marina Haikin, Matan Gavish, Dustin G. Mixon, Ram Zamir

Found. Trends Commun. Inf. Theory, 2021

2020

The science of deep learning.

Richard G. Baraniuk, David L. Donoho, Matan Gavish

Proc. Natl. Acad. Sci. USA, 2020

LOCA: LOcal Conformal Autoencoder for standardized data coordinates.

Erez Peterfreund, Ofir Lindenbaum, Felix Dietrich, Tom Bertalan, Matan Gavish, Ioannis G. Kevrekidis, Ronald R. Coifman

CoRR, 2020

Automated Evaluation of Human Embryo Blastulation and Implantation Potential using Deep-Learning.

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

Adv. Intell. Syst., 2020

Optimal Strategies Against Generative Attacks.

Roy Mor, Erez Peterfreund, Matan Gavish, Amir Globerson

Proceedings of the 8th International Conference on Learning Representations, 2020

2018

The Noise-Sensitivity Phase Transition in Spectral Group Synchronization Over Compact Groups.

Elad Romanov, Matan Gavish

CoRR, 2018

Frame Moments and Welch Bound with Erasures.

Marina Haikin, Ram Zamir, Matan Gavish

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

2017

Optimal Shrinkage of Singular Values.

Matan Gavish, David L. Donoho

IEEE Trans. Inf. Theory, 2017

Near-optimal matrix recovery from random linear measurements.

Elad Romanov, Matan Gavish

CoRR, 2017

Random Subsets of Structured Deterministic Frames have MANOVA Spectra.

Marina Haikin, Ram Zamir, Matan Gavish

CoRR, 2017

Optimal Shrinkage of Singular Values Under Random Data Contamination.

Danny Barash, Matan Gavish

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2014

The Optimal Hard Threshold for Singular Values is \(4/\sqrt {3}\).

Matan Gavish, David L. Donoho

IEEE Trans. Inf. Theory, 2014

2013

Normalized Cuts Are Approximately Inverse Exit Times.

Matan Gavish, Boaz Nadler

SIAM J. Matrix Anal. Appl., 2013

Dream applications of verifiable computational results.

Matan Gavish, David L. Donoho, Amos Onn

XRDS, 2013

The Phase Transition of Matrix Recovery from Gaussian Measurements Matches the Minimax MSE of Matrix Denoising

David L. Donoho, Matan Gavish, Andrea Montanari

CoRR, 2013

The Maximum Entropy Relaxation Path.

Moshe Dubiner, Matan Gavish, Yoram Singer

CoRR, 2013

2012

Three Dream Applications of Verifiable Computational Results.

Matan Gavish, David L. Donoho

Comput. Sci. Eng., 2012

2011

A Universal Identifier for Computational Results.

Matan Gavish, David L. Donoho

Proceedings of the International Conference on Computational Science, 2011

High-precision phrase-based document classification on a modern scale.

Ron Bekkerman, Matan Gavish

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

2010

Multiscale Wavelets on Trees, Graphs and High Dimensional Data: Theory and Applications to Semi Supervised Learning.

Matan Gavish, Boaz Nadler, Ronald R. Coifman

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

2007

Genetic code symmetry and efficient design of GC-constrained coding sequences.

Matan Gavish, Amnon Peled, Benny Chor

Bioinform., 2007