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01/14/2021
New bounds for k-means and information k-means
In this paper, we derive a new dimension-free non-asymptotic upper bound...
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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...
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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 ...
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03/25/2016
Markov substitute processes : a new model for linguistics and beyond
We introduce Markov substitute processes, a new model at the crossroad o...
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02/11/2013
Toric grammars: a new statistical approach to natural language modeling
We propose a new statistical model for computational linguistics. Rather...
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12/03/2007