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Dimension free PAC-Bayes bounds and unsupervised classification O. Catoni Ècole Normale Supérieure, Département de mathématiques et applications, Paris |
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Abstract: In this talk, I will present some dimension free PAC Bayes bounds and explain how they can be used to perform Principle Component Analysis and unsupervised clustering in high dimension. Language: English |
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