On the Suboptimality of Thompson Sampling in High Dimensions

Raymond Zhang, Richard Combes. On the Suboptimality of Thompson Sampling in High Dimensions. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 8345-8354, 2021. [doi]

Abstract

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