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All publications by Yishay Mansour
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Classification with Low Rank and Missing Data
Elad Hazan, Roi Livni and Yishay Mansour
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Thompson Sampling for Complex Online Problems
Aditya Gopalan, Shie Mannor and Yishay Mansour
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Exploiting Ontology Structures and Unlabeled Data for Learning
Avrim Blum, Yishay Mansour and Maria-Florina Balcan
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


From Bandits to Experts: A Tale of Domination and Independence
Noga Alon, Nicolò Cesa-bianchi, Claudio Gentile and Yishay Mansour
Advances in Neural Information Processing Systems 26, 2013


Learning Multiple Tasks using Shared Hypotheses
Koby Crammer and Yishay Mansour
Advances in Neural Information Processing Systems 25, 2012


Learning Bounds for Importance Weighting
Corinna Cortes, Yishay Mansour and Mehryar Mohri
Advances in Neural Information Processing Systems 23, 2010


Domain Adaptation with Multiple Sources
Yishay Mansour, Mehryar Mohri and Afshin Rostamizadeh
Advances in Neural Information Processing Systems 21, 2008


From External to Internal Regret
Avrim Blum and Yishay Mansour
Journal of Machine Learning Research, 2007


Action Elimination and Stopping Conditions for the Multi-Armed Bandit and Reinforcement Learning Problems
Eyal Even-dar, Shie Mannor and Yishay Mansour
Journal of Machine Learning Research, 2006


Concentration Bounds for Unigram Language Models
Evgeny Drukh and Yishay Mansour
Journal of Machine Learning Research, 2005


Experts in a Markov Decision Process
Eyal Even-dar, Sham M. Kakade and Yishay Mansour
Advances in Neural Information Processing Systems 17, 2004


Action Elimination and Stopping Conditions for Reinforcement Learning
Eyal Even-dar, Shie Mannor and Yishay Mansour
Proceedings of the 20th International Conference on Machine Learning (ICML-03), 2003


Learning Rates for Q-learning
Eyal Even-dar and Yishay Mansour
Journal of Machine Learning Research, 2003