Video library: O. Catoni, Dimension free PAC-Bayes bounds and unsupervised classification

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International Workshop on Statistical Learning
June 27, 2013 11:30–12:00

Dimension free PAC-Bayes bounds and unsupervised classification

O. Catoni

Ècole Normale Supérieure, Département de mathématiques et applications, Paris

*Supplementary materials:*
	Adobe PDF	389.7 Kb

Number of views:
This page:	226
Materials:	38
Youtube:

https://www.youtube.com/watch?v=tg-L796d_Xk

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.

Supplementary materials:

catoni.pdf (389.7 Kb)

Language: English

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