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
1902018
No bad local minima: Data independent training error guarantees for multilayer neural networks
D Soudry, Y Carmon
arXiv preprint arXiv:1605.08361, 2016
1652016
Gradient descent finds the cubic-regularized non-convex newton step
Y Carmon, JC Duchi
arXiv preprint arXiv:1612.00547, 2016
932016
Lower bounds for finding stationary points II: first-order methods
Y Carmon, JC Duchi, O Hinder, A Sidford
Mathematical Programming, 2019
912019
Lower bounds for finding stationary points I
Y Carmon, JC Duchi, O Hinder, A Sidford
Mathematical Programming, 1-50, 2019
882019
Unlabeled data improves adversarial robustness
Y Carmon, A Raghunathan, L Schmidt, JC Duchi, PS Liang
Advances in Neural Information Processing Systems, 11192-11203, 2019
732019
"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
672017
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
292019
Analysis of Krylov Subspace Solutions of Regularized Nonconvex Quadratic Problems
Y Carmon, JC Duchi
arXiv preprint arXiv:1806.09222, 2018, 2018
192018
Markov decision processes with exponentially representable discounting
Y Carmon, A Shwartz
Operations Research Letters 37 (1), 51-55, 2009
162009
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
152015
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
152009
A rank-1 sketch for matrix multiplicative weights
Y Carmon, JC Duchi, A Sidford, K Tian
arXiv preprint arXiv:1903.02675, 2019
92019
Single image detection
L Karsenti, K Bhaskar, JR Jordan III, S Venkataraman, Y Carmon
US Patent 10,186,026, 2019
82019
Variance reduction for matrix games
Y Carmon, Y Jin, A Sidford, K Tian
Advances in Neural Information Processing Systems, 11381-11392, 2019
72019
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
Disproof of the Shamai-Laroia conjecture
Y Carmon, S Shamai, T Weissman
Electrical & Electronics Engineers in Israel (IEEEI), 2012 IEEE 27th …, 2012
52012
Lower Bounds and Approximations for the Information Rate of the ISI Channel
Y Carmon, S Shamai
Information Theory, IEEE Transactions on 61 (10), 5417 - 5431, 2014
42014
Contour based defect detection
A Gupta, M Mahadevan, S Venkataraman, H Yang, L Karsenti, Y Carmon, ...
US Patent 10,395,362, 2019
32019
On information, estimation and lookahead
K Venkat, T Weissman, Y Carmon, S Shamai
2012 50th Annual Allerton Conference on Communication, Control, and …, 2012
32012
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