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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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stat.AP2010★ 24 cited

Discussion of: Brownian distance covariance

Arthur Gretton, Kenji Fukumizu, Bharath K. Sriperumbudur

Discussion on "Brownian distance covariance" by Gábor J. Székely and Maria L. Rizzo [arXiv:1010.0297]

stat.ML2010

Kernel Bayes' rule

Kenji Fukumizu, Le Song, Arthur Gretton

A nonparametric kernel-based method for realizing Bayes' rule is proposed, based on representations of probabilities in reproducing kernel Hilbert spaces. Probabilities are uniquel…