91 citations · 245 across the 6 of their papers we have counts for
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stat.ML2014★ 24 cited
A Wild Bootstrap for Degenerate Kernel Tests
Kacper Chwialkowski, Dino Sejdinovic, Arthur Gretton
A wild bootstrap method for nonparametric hypothesis tests based on kernel distribution embeddings is proposed. This bootstrap method is used to construct provably consistent tests…
stat.ML2014★ 36 cited
A Kernel Independence Test for Random Processes
Kacper Chwialkowski, Arthur Gretton
A new non parametric approach to the problem of testing the independence of two random process is developed. The test statistic is the Hilbert Schmidt Independence Criterion (HSIC)…