HAL - INRIA :: [hal-00270806, version 1] Testing for Homogeneity with Kernel Fisher Discriminant Analysis

hal-00270806, version 1

Testing for Homogeneity with Kernel Fisher Discriminant Analysis

Zaid Harchaoui () ¹, Francis Bach () ², Eric Moulines () ¹

(2008-04-07)

Abstract: We propose to investigate test statistics for testing homogeneity in reproducing kernel Hilbert spaces. Asymptotic null distributions under null hypothesis are derived, and consistency against fixed and local alternatives is assessed. Finally, experimental evidence of the performance of the proposed approach on both artificial data and a speaker verification task is provided.

1: Laboratoire traitement et communication de l'information (LTCI)
CNRS : UMR5141 – Institut Télécom – Télécom ParisTech
2: WILLOW (INRIA Rocquencourt)
INRIA – Ecole Normale Supérieure de Paris - ENS Paris – Ecole des Ponts ParisTech – CNRS : UMR8548

hal-00270806, version 1
http://hal.archives-ouvertes.fr/hal-00270806
oai:hal.archives-ouvertes.fr:hal-00270806
From: Harchaoui Zaid <>
Submitted on: Monday, 7 April 2008 15:36:35
Updated on: Monday, 7 April 2008 16:17:35

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arXiv: 0804.1026

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