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All publications by Lev Reyzin
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Boosting on a Budget: Sampling for Feature-Efficient Prediction
Lev Reyzin
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Contextual Bandits with Linear Payoff Functions
Wei Chu, Lihong Li, Lev Reyzin and Robert E. Schapire
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


Contextual Bandit Algorithms with Supervised Learning Guarantees
Alina Beygelzimer, John Langford, Lihong Li, Lev Reyzin and Robert E. Schapire
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


Non-Stochastic Bandit Slate Problems
Satyen Kale, Lev Reyzin and Robert E. Schapire
Advances in Neural Information Processing Systems 23, 2010


Learning Acyclic Probabilistic Circuits Using Test Paths
Dana Angluin, James Aspnes, Jiang Chen, David Eisenstat and Lev Reyzin
Journal of Machine Learning Research, 2009


How boosting the margin can also boost classifier complexity
Lev Reyzin and Robert E. Schapire
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006