Solving Bernoulli Rank-One Bandits with Unimodal Thompson Sampling

Cindy Trinh, Emilie Kaufmann, Claire Vernade, Richard Combes. Solving Bernoulli Rank-One Bandits with Unimodal Thompson Sampling. In Aryeh Kontorovich, Gergely Neu, editors, Algorithmic Learning Theory, ALT 2020, 8-11 February 2020, San Diego, CA, USA. Volume 117 of Proceedings of Machine Learning Research, pages 862-889, PMLR, 2020. [doi]

Authors

Cindy Trinh

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Emilie Kaufmann

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Claire Vernade

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Richard Combes

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