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, K Levy, S Shalev-Shwartz
Advances in Neural Information Processing Systems, 1594-1602, 2015
892015
The power of normalization: Faster evasion of saddle points
KY Levy
arXiv preprint arXiv:1611.04831, 2016
652016
On graduated optimization for stochastic non-convex problems
E Hazan, KY Levy, S Shalev-Shwartz
International conference on machine learning, 1833-1841, 2016
612016
Bandit convex optimization: Towards tight bounds
E Hazan, K Levy
Advances in Neural Information Processing Systems, 784-792, 2014
592014
An online learning approach to generative adversarial networks
P Grnarova, KY Levy, A Lucchi, T Hofmann, A Krause
arXiv preprint arXiv:1706.03269, 2017
512017
k*-nearest neighbors: From global to local
O Anava, K Levy
Advances in Neural Information Processing Systems, 2016
382016
Continuous dr-submodular maximization: Structure and algorithms
A Bian, K Levy, A Krause, JM Buhmann
Advances in Neural Information Processing Systems, 486-496, 2017
322017
Logistic regression: Tight bounds for stochastic and online optimization
E Hazan, T Koren, KY Levy
Conference on Learning Theory, 197-209, 2014
292014
Unified inter and intra options learning using policy gradient methods
KY Levy, N Shimkin
European Workshop on Reinforcement Learning, 153-164, 2011
282011
Online adaptive methods, universality and acceleration
KY Levy, A Yurtsever, V Cevher
Advances in Neural Information Processing Systems, 6500-6509, 2018
272018
Fast rates for exp-concave empirical risk minimization
T Koren, K Levy
Advances in Neural Information Processing Systems, 1477-1485, 2015
252015
Online to offline conversions, universality and adaptive minibatch sizes
K Levy
Advances in Neural Information Processing Systems, 1613-1622, 2017
202017
A universal algorithm for variational inequalities adaptive to smoothness and noise
F Bach, KY Levy
arXiv preprint arXiv:1902.01637, 2019
182019
Faster rates for convex-concave games
J Abernethy, KA Lai, KY Levy, JK Wang
arXiv preprint arXiv:1805.06792, 2018
162018
Online variance reduction for stochastic optimization
Z Borsos, A Krause, KY Levy
arXiv preprint arXiv:1802.04715, 2018
122018
Multi-player bandits: The adversarial case
P Alatur, KY Levy, A Krause
Journal of Machine Learning Research 21, 2020
112020
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, 12092-12102, 2019
82019
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, 6260-6269, 2019
72019
Online variance reduction with mixtures
Z Borsos, S Curi, KY Levy, A Krause
arXiv preprint arXiv:1903.12416, 2019
62019
Projection free online learning over smooth sets
K Levy, A Krause
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
52019
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Articles 1–20