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06/05/2023
Online Learning with Feedback Graphs: The True Shape of Regret
Sequential learning with feedback graphs is a natural extension of the m...
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02/13/2022
On the complexity of All ε-Best Arms Identification
We consider the problem introduced by <cit.> of identifying all the ε-op...
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05/27/2021
A Non-asymptotic Approach to Best-Arm Identification for Gaussian Bandits
We propose a new strategy for best-arm identification with fixed confide...
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05/20/2020