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20072025
most citedEquivalence of distance-based and RKHS-based statistics in hypothesis testing

602 citations · 2.9k across the 103 of their papers we have counts for

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cs.IT2009★ 94 cited

On integral probability metrics, ϕ-divergences and binary classification

Bharath K. Sriperumbudur, Kenji Fukumizu, Arthur Gretton +2

A class of distance measures on probabilities -- the integral probability metrics (IPMs) -- is addressed: these include the Wasserstein distance, Dudley metric, and Maximum Mean Di…