Yair Carmon
Title
Cited by
Cited by
Year
Accelerated methods for nonconvex optimization
Y Carmon, JC Duchi, O Hinder, A Sidford
SIAM Journal on Optimization 28 (2), 1751-1772, 2018
2262018
No bad local minima: Data independent training error guarantees for multilayer neural networks
D Soudry, Y Carmon
arXiv preprint arXiv:1605.08361, 2016
1992016
Unlabeled data improves adversarial robustness
Y Carmon, A Raghunathan, L Schmidt, P Liang, JC Duchi
arXiv preprint arXiv:1905.13736, 2019
1512019
Gradient descent finds the cubic-regularized non-convex newton step
Y Carmon, JC Duchi
arXiv preprint arXiv:1612.00547, 2016
1112016
"Convex Until Proven Guilty": Dimension-Free Acceleration of Gradient Descent on Non-Convex Functions
Y Carmon, O Hinder, JC Duchi, A Sidford
arXiv preprint arXiv:1705.02766, 2017
832017
Lower bounds for finding stationary points II: first-order methods
Y Carmon, JC Duchi, O Hinder, A Sidford
Mathematical Programming, 2019
702019
Lower bounds for finding stationary points i
Y Carmon, JC Duchi, O Hinder, A Sidford
arXiv preprint arXiv:1710.11606, 2017
702017
Lower bounds for finding stationary points I
Y Carmon, JC Duchi, O Hinder, A Sidford
Mathematical Programming, 1-50, 2019
662019
Lower bounds for non-convex stochastic optimization
Y Arjevani, Y Carmon, JC Duchi, DJ Foster, N Srebro, B Woodworth
arXiv preprint arXiv:1912.02365, 2019
622019
Analysis of Krylov Subspace Solutions of Regularized Nonconvex Quadratic Problems
Y Carmon, JC Duchi
arXiv preprint arXiv:1806.09222, 2018, 2018
282018
Single image detection
L Karsenti, K Bhaskar, JR Jordan III, S Venkataraman, Y Carmon
US Patent 10,186,026, 2019
212019
Variance reduction for matrix games
Y Carmon, Y Jin, A Sidford, K Tian
arXiv preprint arXiv:1907.02056, 2019
202019
Comparison of the Achievable Rates in OFDM and Single Carrier Modulation with IID Inputs
Y Carmon, S Shamai, T Weissman
IEEE Transactions on Information Theory 61 (4), 1795-1818, 2015
172015
Markov decision processes with exponentially representable discounting
Y Carmon, A Shwartz
Operations Research Letters 37 (1), 51-55, 2009
172009
Partial similarity of shapes using a statistical significance measure
AM Bronstein, MM Bronstein, Y Carmon, R Kimmel
IPSJ Transactions on Computer Vision and Applications 1, 105-114, 2009
162009
A rank-1 sketch for matrix multiplicative weights
Y Carmon, JC Duchi, S Aaron, T Kevin
Conference on Learning Theory, 589-623, 2019
142019
Contour based defect detection
A Gupta, M Mahadevan, S Venkataraman, H Yang, L Karsenti, Y Carmon, ...
US Patent 10,395,362, 2019
102019
Coordinate methods for matrix games
Y Carmon, Y Jin, A Sidford, K Tian
arXiv preprint arXiv:2009.08447, 2020
82020
Information, estimation, and lookahead in the gaussian channel
K Venkat, T Weissman, Y Carmon, S Shamai
IEEE Transactions on Signal Processing 64 (14), 3605-3618, 2016
62016
Second-order information in non-convex stochastic optimization: Power and limitations
Y Arjevani, Y Carmon, JC Duchi, DJ Foster, A Sekhari, K Sridharan
Conference on Learning Theory, 242-299, 2020
52020
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Articles 1–20