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Arpan Mukherjee

Preference-centric Bandits: Optimality of Mixtures and Regret-efficient Algorithms

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Apr 30, 2025
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Risk-sensitive Bandits: Arm Mixture Optimality and Regret-efficient Algorithms

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Mar 11, 2025
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Combinatorial Multi-armed Bandits: Arm Selection via Group Testing

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Oct 14, 2024
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Improved Bound for Robust Causal Bandits with Linear Models

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May 13, 2024
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Robust Causal Bandits for Linear Models

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Oct 30, 2023
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Optimal Best Arm Identification with Fixed Confidence in Restless Bandits

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Oct 20, 2023
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Best Arm Identification in Stochastic Bandits: Beyond $β-$optimality

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Jan 10, 2023
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Active Sampling of Multiple Sources for Sequential Estimation

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Aug 10, 2022
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SPRT-based Efficient Best Arm Identification in Stochastic Bandits

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Jul 22, 2022
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Mean-based Best Arm Identification in Stochastic Bandits under Reward Contamination

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Nov 14, 2021
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