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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
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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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