245 citations
- Institut de Mathématiques de ToulouseFR18 papers
- Université Toulouse III - Paul SabatierFR18 papers
- Centre National de la Recherche ScientifiqueFR10 papers
- Laboratoire de physique de la matière condenséeFR4 papers
- Toulouse Mathematics Institute4 papers
- Laboratoire de Physique et Chimie des Nano-ObjetsFR3 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR2 papers
- Institut de Recherche sur les Systèmes Atomiques et Moléculaires ComplexesFR2 papers
- Institut Universitaire de FranceFR2 papers
- Laboratoire de Chimie de CoordinationFR2 papers
- Laboratoire d’études spatiales et d’instrumentation en astrophysiqueFR2 papers
- Laboratoire National des Champs Magnétiques IntensesFR2 papers
4 papers · 1 filter
Adaptive density estimation for stationary processes
Matthieu Lerasle
We propose an algorithm to estimate the common density of a stationary process . We suppose that the process is either or -mixing. We provide a model select…
A new Poisson-type deviation inequality for Markov jump processes with positive Wasserstein curvature
Aldéric Joulin
The purpose of this paper is to extend the investigation of Poisson-type deviation inequalities started by Joulin (Bernoulli 13 (2007) 782--798) to the empirical mean of positively…
Oracle Inequality for Instrumental Variable Regression
Jean-Michel Loubes, Clément Marteau
We tackle the problem of estimating a regression function observed in an instrumental regression framework. This model is an inverse problem with unknown operator. We provide a spe…
Kernel Inverse Regression for spatial random fields
Jean-Michel Loubes, Anne-Françoise Yao
In this paper, we propose a dimension reduction model for spatially dependent variables. Namely, we investigate an extension of the \emph{inverse regression} method under strong mi…