Testing for Homogeneity with Kernel Fisher Discriminant Analysis

Zaid Harchaoui, Francis Bach, Eric Moulines

We propose to investigate test statistics for testing homogeneity in reproducing kernel Hilbert spaces. Asymptotic null distributions under null hypothesis are derived, and consist…