Tomer Koren
Tomer Koren
School of Computer Science, Tel Aviv University
Verified email at tauex.tau.ac.il - Homepage
Title
Cited by
Cited by
Year
Almost Optimal Exploration in Multi-Armed Bandits
ZS Karnin, T Koren, O Somekh
ICML (3) 28, 1238-1246, 2013
2242013
Online learning with feedback graphs: Beyond bandits
N Alon, N Cesa-Bianchi, O Dekel, T Koren
Annual Conference on Learning Theory 40, 2015
862015
Oracle-based robust optimization via online learning
A Ben-Tal, E Hazan, T Koren, S Mannor
Operations Research 63 (3), 628-638, 2015
522015
A linear-time algorithm for trust region problems
E Hazan, T Koren
Mathematical Programming 158 (1-2), 363-381, 2016
492016
Privacy odometers and filters: Pay-as-you-go composition
RM Rogers, A Roth, J Ullman, S Vadhan
Advances in Neural Information Processing Systems, 1921-1929, 2016
442016
Bandits with switching costs: T^{2/3} regret
O Dekel, J Ding, T Koren, Y Peres
Proceedings of the 46th Annual ACM Symposium on Theory of Computing, 459-467, 2014
432014
Distributed exploration in multi-armed bandits
E Hillel, ZS Karnin, T Koren, R Lempel, O Somekh
Advances in Neural Information Processing Systems, 854-862, 2013
432013
Online linear quadratic control
A Cohen, A Hassidim, T Koren, N Lazic, Y Mansour, K Talwar
arXiv preprint arXiv:1806.07104, 2018
422018
Beating SGD: Learning SVMs in sublinear time
E Hazan, T Koren, N Srebro
Advances in Neural Information Processing Systems, 1233-1241, 2011
422011
Linear regression with limited observation
E Hazan, T Koren
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012
41*2012
Learning Linear-Quadratic Regulators Efficiently with only Regret
A Cohen, T Koren, Y Mansour
arXiv preprint arXiv:1902.06223, 2019
392019
Bandit convex optimization:√T regret in one dimension
S Bubeck, O Dekel, T Koren, Y Peres
Proceedings of the 28st Annual Conference on Learning Theory (COLT 2015), 2015
39*2015
The computational power of optimization in online learning
E Hazan, T Koren
Proceedings of the forty-eighth annual ACM symposium on Theory of Computing …, 2016
312016
Logistic regression: Tight bounds for stochastic and online optimization
E Hazan, T Koren, KY Levy
Conference on Learning Theory, 197-209, 2014
302014
Shampoo: Preconditioned stochastic tensor optimization
V Gupta, T Koren, Y Singer
arXiv preprint arXiv:1802.09568, 2018
282018
Better algorithms for stochastic bandits with adversarial corruptions
A Gupta, T Koren, K Talwar
arXiv preprint arXiv:1902.08647, 2019
272019
Fast rates for exp-concave empirical risk minimization
T Koren, K Levy
Advances in Neural Information Processing Systems, 1477-1485, 2015
252015
Bandit smooth convex optimization: Improving the bias-variance tradeoff
O Dekel, R Eldan, T Koren
Advances in Neural Information Processing Systems, 2926-2934, 2015
252015
Semi-cyclic stochastic gradient descent
H Eichner, T Koren, HB McMahan, N Srebro, K Talwar
arXiv preprint arXiv:1904.10120, 2019
232019
Online learning with feedback graphs without the graphs
A Cohen, T Hazan, T Koren
International Conference on Machine Learning, 811-819, 2016
232016
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