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All publications by Junya Honda
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Optimal Regret Analysis of Thompson Sampling in Stochastic Multi-armed Bandit Problem with Multiple Plays
Junpei Komiyama, Junya Honda and Hiroshi Nakagawa
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Regret Lower Bound and Optimal Algorithm in Finite Stochastic Partial Monitoring
Junpei Komiyama, Junya Honda and Hiroshi Nakagawa
Advances in Neural Information Processing Systems 28, 2015


Stochastic Bandit Based on Empirical Moments
Junya Honda and Akimichi Takemura
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012