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Junpei Komiyama

Fixed Confidence Best Arm Identification in the Bayesian Setting

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Feb 16, 2024
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Replicability is Asymptotically Free in Multi-armed Bandits

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Feb 12, 2024
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Learning Fair Division from Bandit Feedback

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Nov 15, 2023
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High-dimensional Contextual Bandit Problem without Sparsity

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Jun 19, 2023
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Globally Optimal Algorithms for Fixed-Budget Best Arm Identification

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Jun 10, 2022
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Anytime Capacity Expansion in Medical Residency Match by Monte Carlo Tree Search

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Feb 14, 2022
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Bayes Optimal Algorithm is Suboptimal in Frequentist Best Arm Identification

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Feb 10, 2022
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Optimal Simple Regret in Bayesian Best Arm Identification

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Nov 18, 2021
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Policy Choice and Best Arm Identification: Comments on "Adaptive Treatment Assignment in Experiments for Policy Choice"

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Oct 12, 2021
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Deviation-Based Learning

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Sep 20, 2021
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