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20062026
most citedEquivalence of distance-based and RKHS-based statistics in hypothesis testing

602 citations

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math.ST2013★ 68 cited

Density Estimation in Infinite Dimensional Exponential Families

Bharath Sriperumbudur, Kenji Fukumizu, Arthur Gretton +2

In this paper, we consider an infinite dimensional exponential family, of probability densities, which are parametrized by functions in a reproducing kernel Hilbert s…