173 citations · 380 across the 27 of their papers we have counts for
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math.ST2018
Exponential inequality for chaos based on sampling without replacement
P Hodara, Patricia Reynaud-Bouret
We are interested in the behavior of particular functionals, in a framework where the only source of randomness is a sampling without replacement. More precisely the aim of this sh…
math.ST2018
Sparse space-time models: Concentration Inequalities and Lasso
Guilherme Ost, Patricia Reynaud-Bouret
Inspired by Kalikow-type decompositions, we introduce a new stochastic model of infinite neuronal networks, for which we establish sharp oracle inequalities for Lasso methods and r…