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11/27/2018
Rotting bandits are no harder than stochastic ones
In bandits, arms' distributions are stationary. This is often violated i...
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11/25/2017
An Adaptive Strategy for Active Learning with Smooth Decision Boundary
We present the first adaptive strategy for active learning in the settin...
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03/16/2017
Adaptivity to Noise Parameters in Nonparametric Active Learning
This work addresses various open questions in the theory of active learn...
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05/29/2016
Tight (Lower) Bounds for the Fixed Budget Best Arm Identification Bandit Problem
We consider the problem of best arm identification with a fixed budget T...
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05/27/2016