Kfir Yehuda Levy
Kfir Yehuda Levy
Verified email at technion.ac.il - Homepage
Title
Cited by
Cited by
Year
Beyond convexity: Stochastic quasi-convex optimization
E Hazan, KY Levy, S Shalev-Shwartz
arXiv preprint arXiv:1507.02030, 2015
1082015
The power of normalization: Faster evasion of saddle points
KY Levy
arXiv preprint arXiv:1611.04831, 2016
822016
Bandit Convex Optimization: Towards Tight Bounds.
E Hazan, KY Levy
NIPS, 784-792, 2014
792014
On graduated optimization for stochastic non-convex problems
E Hazan, KY Levy, S Shalev-Shwartz
International conference on machine learning, 1833-1841, 2016
702016
An online learning approach to generative adversarial networks
P Grnarova, KY Levy, A Lucchi, T Hofmann, A Krause
arXiv preprint arXiv:1706.03269, 2017
592017
k*-nearest neighbors: From global to local
O Anava, K Levy
Advances in Neural Information Processing Systems, 2016
502016
Continuous dr-submodular maximization: Structure and algorithms
A Bian, KY Levy, A Krause, JM Buhmann
arXiv preprint arXiv:1711.02515, 2017
462017
Logistic regression: Tight bounds for stochastic and online optimization
E Hazan, T Koren, KY Levy
Conference on Learning Theory, 197-209, 2014
442014
Online adaptive methods, universality and acceleration
KY Levy, A Yurtsever, V Cevher
arXiv preprint arXiv:1809.02864, 2018
352018
Unified inter and intra options learning using policy gradient methods
KY Levy, N Shimkin
European Workshop on Reinforcement Learning, 153-164, 2011
332011
Fast Rates for Exp-concave Empirical Risk Minimization.
T Koren, KY Levy
NIPS, 1477-1485, 2015
312015
Faster rates for convex-concave games
J Abernethy, KA Lai, KY Levy, JK Wang
Conference On Learning Theory, 1595-1625, 2018
302018
A universal algorithm for variational inequalities adaptive to smoothness and noise
F Bach, KY Levy
Conference on Learning Theory, 164-194, 2019
292019
Online to offline conversions, universality and adaptive minibatch sizes
KY Levy
arXiv preprint arXiv:1705.10499, 2017
252017
Multi-player bandits: The adversarial case
P Alatur, KY Levy, A Krause
Journal of Machine Learning Research 21, 77, 2020
182020
Online variance reduction for stochastic optimization
Z Borsos, A Krause, KY Levy
Conference On Learning Theory, 324-357, 2018
172018
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, 12092-12102, 2019
152019
Adaptive sampling for stochastic risk-averse learning
S Curi, K Levy, S Jegelka, A Krause
arXiv preprint arXiv:1910.12511, 2019
112019
UniXGrad: A Universal, Adaptive Algorithm with Optimal Guarantees for Constrained Optimization.
A Kavis, KY Levy, F Bach, V Cevher
NeurIPS, 6257-6266, 2019
112019
Projection free online learning over smooth sets
K Levy, A Krause
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
102019
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