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12/12/2018
Massively scalable Sinkhorn distances via the Nyström method
The Sinkhorn distance, a variant of the Wasserstein distance with entrop...
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10/23/2018
Approximating the Quadratic Transportation Metric in Near-Linear Time
Computing the quadratic transportation metric (also called the 2-Wassers...
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03/05/2018
Online learning over a finite action set with limited switching
This paper studies the value of switching actions in the Prediction From...
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02/26/2018
Best Arm Identification for Contaminated Bandits
We propose the Contaminated Best Arm Identification variant of the Multi...
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05/26/2017