Large-scale kernel methods for independence testing

Representations of probability measures in reproducing kernel Hilbert spaces provide a flexible framework for fully nonparametric hypothesis tests of independence, which can capture any type of departure from independence, including nonlinear associations and multivariate interactions. However, thes...

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Váldodahkkit: Zhang, Q, Filippi, S, Gretton, A, Sejdinovic, D
Materiálatiipa: Journal article
Almmustuhtton: Springer US 2017