Short Bio
Since september 2023, I am a professor (lecturer) at LPSM and SCAI in Sorbonne Université (previously known as Paris 6, in the center of Paris). Before that, I was 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).
Keywords: statistical learning, non-parametric estimation, random forests, decision trees, variable importance, missing data, neural networks, causal inference.