Ilaria Giulini | DeepAI

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Olivier Catoni
6 publications

research

∙ 02/12/2018

Dimension-free PAC-Bayesian bounds for the estimation of the mean of a random vector

In this paper, we present a new estimator of the mean of a random vector...

0 Olivier Catoni, et al. ∙

research

∙ 12/07/2017

Dimension-free PAC-Bayesian bounds for matrices, vectors, and linear least squares regression

This paper is focused on dimension-free PAC-Bayesian bounds, under weak ...

0 Olivier Catoni, et al. ∙