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From Optimality to Robustness: Adaptive Re-Sampling Strategies in Stochastic Bandits

Dorian Baudry, Patrick Saux, Odalric-Ambrym Maillard. From Optimality to Robustness: Adaptive Re-Sampling Strategies in Stochastic Bandits. 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 14029-14041, 2021. [doi]

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