Lifting the Information Ratio: An Information-Theoretic Analysis of Thompson Sampling for Contextual Bandits

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Authors: Gergely Neu, Julia Olkhovskaya, Matteo Papini, Ludovic Schwartz

Journal title: Advances in Neural Information Processing Systems 35 (NeurIPS 2022)

Journal publisher: NeurIPS foundation

Published year: 2022