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Testing for Homogeneity with Kernel Fisher Discriminant Analysis
Zaid Harchaoui · Francis Bach · Moulines Eric

Tue Dec 04 10:30 AM -- 10:40 AM (PST) @

We propose to test for the homogeneity of two samples by using Kernel Fisher discriminant Analysis. This provides us with a consistent nonparametric test statistic, for which we derive the asymptotic distribution under the null hypothesis. We give experimental evidence of the relevance of our method on both artificial and real datasets.

Author Information

Zaid Harchaoui (University of Washington)
Francis Bach (INRIA - Ecole Normale Superieure)
Moulines Eric (enst)

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