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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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02/11/2022
A PDE-Based Analysis of the Symmetric Two-Armed Bernoulli Bandit
This work addresses a version of the two-armed Bernoulli bandit problem ...
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07/24/2020
A PDE Approach to the Prediction of a Binary Sequence with Advice from Two History-Dependent Experts
The prediction of a binary sequence is a classic example of online machi...
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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
New Potential-Based Bounds for Prediction with Expert Advice
This work addresses the classic machine learning problem of online predi...
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04/25/2019