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A PDE-Based Analysis of the Symmetric Two-Armed Bernoulli Bandit
This work addresses a version of the two-armed Bernoulli bandit problem where the sum of the means of the arms is one (the symmetric two-armed Bernoulli bandit).
New Potential-Based Bounds for the Geometric-Stopping Version of Prediction with Expert Advice
To obtain explicit bounds, we construct potentials for the geometric version from potentials used for the fixed horizon version of the problem.
New Potential-Based Bounds for Prediction with Expert Advice
This work addresses the classic machine learning problem of online prediction with expert advice.
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