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Kfir Yehuda Levy
Kfir Yehuda Levy
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Beyond convexity: Stochastic quasi-convex optimization
E Hazan, K Levy, S Shalev-Shwartz
Advances in neural information processing systems 28, 2015
1312015
The power of normalization: Faster evasion of saddle points
KY Levy
arXiv preprint arXiv:1611.04831, 2016
952016
Bandit convex optimization: Towards tight bounds
E Hazan, K Levy
Advances in Neural Information Processing Systems 27, 2014
912014
On graduated optimization for stochastic non-convex problems
E Hazan, KY Levy, S Shalev-Shwartz
International conference on machine learning, 1833-1841, 2016
842016
An online learning approach to generative adversarial networks
P Grnarova, KY Levy, A Lucchi, T Hofmann, A Krause
arXiv preprint arXiv:1706.03269, 2017
692017
k*-nearest neighbors: From global to local
O Anava, K Levy
Advances in Neural Information Processing Systems, 2016
652016
Online adaptive methods, universality and acceleration
KY Levy, A Yurtsever, V Cevher
Advances in Neural Information Processing Systems 31, 2018
542018
Continuous dr-submodular maximization: Structure and algorithms
A Bian, K Levy, A Krause, JM Buhmann
Advances in Neural Information Processing Systems 30, 2017
522017
Logistic regression: Tight bounds for stochastic and online optimization
E Hazan, T Koren, KY Levy
Conference on Learning Theory, 197-209, 2014
482014
A universal algorithm for variational inequalities adaptive to smoothness and noise
F Bach, KY Levy
Conference on learning theory, 164-194, 2019
452019
Online to offline conversions, universality and adaptive minibatch sizes
K Levy
Advances in Neural Information Processing Systems 30, 2017
402017
Fast rates for exp-concave empirical risk minimization
T Koren, K Levy
Advances in Neural Information Processing Systems 28, 2015
402015
Unified inter and intra options learning using policy gradient methods
KY Levy, N Shimkin
European Workshop on Reinforcement Learning, 153-164, 2011
352011
Multi-player bandits: The adversarial case
P Alatur, KY Levy, A Krause
Journal of Machine Learning Research 21, 77, 2020
332020
Faster rates for convex-concave games
J Abernethy, KA Lai, KY Levy, JK Wang
Conference On Learning Theory, 1595-1625, 2018
332018
A domain agnostic measure for monitoring and evaluating gans
P Grnarova, KY Levy, A Lucchi, N Perraudin, I Goodfellow, T Hofmann, ...
Advances in Neural Information Processing Systems 32, 2019
302019
Adaptive sampling for stochastic risk-averse learning
S Curi, KY Levy, S Jegelka, A Krause
Advances in Neural Information Processing Systems 33, 1036-1047, 2020
262020
Unixgrad: A universal, adaptive algorithm with optimal guarantees for constrained optimization
A Kavis, KY Levy, F Bach, V Cevher
Advances in Neural Information Processing Systems 32, 2019
242019
Online variance reduction for stochastic optimization
Z Borsos, A Krause, KY Levy
Conference On Learning Theory, 324-357, 2018
202018
Faster neural network training with approximate tensor operations
M Adelman, K Levy, I Hakimi, M Silberstein
Advances in Neural Information Processing Systems 34, 2021
142021
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