MiniMax

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Algorithmic and Minimax Complexities in Kernel Bandits

Problem This paper addresses the gap in understanding the relationship between Gaussian-process upper confidence bound (GP-UCB) methods and decision-estimation-coefficient (DEC) methods within the context of frequentist Reproducing Kernel Hilbert Space…

arXivcodeYunbei Xu