I am a post-doctoral researcher at CEA Tech Occitanie, and associated researcher at Institut de Mathématiques de Toulouse. I also give oral examinations ("colles") in "classes préparatoires" at Lycée Saint Sernin.
I am currently working on developping new methods for statistical learning of nonlinear data, giving theoretical garanties, and assessing numerical performances on real data for these methods.
- Geometry for statistics
- Statistical learning of nonlinear data
- Construction of kernels for Gaussian modelling and machine learning
- April 26th: Our communication "Modèles de régression gaussienne pour des distributions en entrée", with F. Bachoc, J.-M. Loubes and F. Gamboa, is accepted to the 49è journées de la SFDS.
- January 31th: New submission "Gaussian Process Regression Model for Distribution Inputs", with F. Bachoc, J.-M. Loubes and F. Gamboa.
[preprint on arXiv]