Description: Webpage of Erwan Scornet, professor of mathematics at LPSM, SCAI, Sorbonne Université)
machine learning (3353) arbres (159) statistique (43) polytechnique (15) random forests (3) erwan scornet (1) forêts aléatoires (1)
Since september 2016, I am an assistant professor at the Center for Applied Mathematics (CMAP) in Ecole Polytechnique near Paris. My research interests focus on theoretical statistics and Machine Learning, with a particular emphasis on nonparametric estimates. I did my PhD thesis on a particular algorithm of Machine Learning called random forests, under the supervision of Gérard Biau (LSTA - Paris 6) and Jean-Philipe Vert (Institut Curie).
Revised version of our preprint with with Alain Celisse , about stability and generalisation bounds for the Leave-one-Out.
New preprint with Pierre Alquier , about xxx.