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107
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ALT
2005
Springer
133
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Machine Learning
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ALT 2005
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Measuring Statistical Dependence with Hilbert-Schmidt Norms
16 years 12 days ago
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eprints.pascal-network.org
Abstract. We propose an independence criterion based on the eigenspectrum of covariance operators in reproducing kernel Hilbert spaces (RKHSs), consisting of an empirical estimate ...
Arthur Gretton, Olivier Bousquet, Alex J. Smola, B...
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