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All publications by Tomer Koren
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Fast Rates for Exp-concave Empirical Risk Minimization
Tomer Koren and Kfir Levy
Advances in Neural Information Processing Systems 28, 2015


Bandit Smooth Convex Optimization: Improving the Bias-Variance Tradeoff
Ofer Dekel, Ronen Eldan and Tomer Koren
Advances in Neural Information Processing Systems 28, 2015


The Blinded Bandit: Learning with Adaptive Feedback
Ofer Dekel, Elad Hazan and Tomer Koren
Advances in Neural Information Processing Systems 27, 2014


Almost Optimal Exploration in Multi-Armed Bandits
Zohar Karnin, Tomer Koren and Oren Somekh
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Distributed Exploration in Multi-Armed Bandits
Eshcar Hillel, Zohar S. Karnin, Tomer Koren, Ronny Lempel and Oren Somekh
Advances in Neural Information Processing Systems 26, 2013


Linear Regression with Limited Observation
Elad Hazan and Tomer Koren
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Beating SGD: Learning SVMs in Sublinear Time
Elad Hazan, Tomer Koren and Nati Srebro
Advances in Neural Information Processing Systems 24, 2011