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03/10/2023
A General Recipe for the Analysis of Randomized Multi-Armed Bandit Algorithms
In this paper we propose a general methodology to derive regret bounds f...
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06/14/2022
Adversarially Robust Multi-Armed Bandit Algorithm with Variance-Dependent Regret Bounds
This paper considers the multi-armed bandit (MAB) problem and provides a...
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06/07/2022
The Survival Bandit Problem
We study the survival bandit problem, a variant of the multi-armed bandi...
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02/13/2020
Adaptive Experimental Design for Efficient Treatment Effect Estimation: Randomized Allocation via Contextual Bandit Algorithm
Many scientific experiments have an interest in the estimation of the av...
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01/30/2019
