Search Machine Learning Repository:
All publications by Yevgeny Seldin
authors venues years



One Practical Algorithm for Both Stochastic and Adversarial Bandits
Yevgeny Seldin and Aleksandrs Slivkins
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Prediction with Limited Advice and Multiarmed Bandits with Paid Observations
Yevgeny Seldin, Peter Bartlett, Koby Crammer and Yasin Abbasi-yadkori
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Online Learning in Markov Decision Processes with Adversarially Chosen Transition Probability Distributions
Yasin Abbasi-yadkori, Peter Bartlett, Varun Kanade, Yevgeny Seldin and Csaba Szepesvari
Advances in Neural Information Processing Systems 26, 2013


PAC-Bayes-Empirical-Bernstein Inequality
Ilya O. Tolstikhin and Yevgeny Seldin
Advances in Neural Information Processing Systems 26, 2013


PAC-Bayesian Analysis of Contextual Bandits
Yevgeny Seldin, Peter Auer, John S. Shawe-taylor, Ronald Ortner and Fran├žois Laviolette
Advances in Neural Information Processing Systems 24, 2011


PAC-Bayesian Generalization Bound for Density Estimation with Application to Co-clustering
Yevgeny Seldin and Naftali Tishby
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS-09), 2009


Multi-classification by categorical features via clustering
Yevgeny Seldin and Naftali Tishby
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Information Bottleneck for Non Co-Occurrence Data
Yevgeny Seldin, Noam Slonim and Naftali Tishby
Advances in Neural Information Processing Systems 19, 2006