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07/23/2022
A New Approach to Drifting Games, Based on Asymptotically Optimal Potentials
We develop a new approach to drifting games, a class of two-person games...
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06/06/2021
Neural Active Learning with Performance Guarantees
We investigate the problem of active learning in the streaming setting i...
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12/05/2019
New Potential-Based Bounds for the Geometric-Stopping Version of Prediction with Expert Advice
This work addresses the classic machine learning problem of online predi...
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11/05/2019