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05/10/2023
Best Arm Identification in Bandits with Limited Precision Sampling
We study best arm identification in a variant of the multi-armed bandit ...
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10/14/2022
Federated Best Arm Identification with Heterogeneous Clients
We study best arm identification in a federated multi-armed bandit setti...
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08/19/2022
Almost Cost-Free Communication in Federated Best Arm Identification
We study the problem of best arm identification in a federated learning ...
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03/29/2022
Best Arm Identification in Restless Markov Multi-Armed Bandits
We study the problem of identifying the best arm in a multi-armed bandit...
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05/08/2021
Learning to Detect an Odd Restless Markov Arm with a Trembling Hand
This paper studies the problem of finding an anomalous arm in a multi-ar...
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04/25/2019