Aurélien Enfroy

Welcome to my webpage.

I am currently a postdoctoral researcher at ENSIIE. I completed my PhD under the co-supervision of Randal Douc (Professor, SAMOVAR, Télécom SudParis) and Alain Durmus (Professor, CMAP, Ecole Polytechnique).

Markov chain Monte Carlo methods (MCMC) are the focus of my research.

Publications

February 2025

Uniform minorization condition and convergence bounds for discretizations of kinetic Langevin dynamics

Alain Durmus, Aurélien Enfroy, Éric Moulines, Gabriel Stoltz

Annales de l'Institut Henri Poincare (B) Probabilites et statistiques

December 2024

Discrete sticky couplings of functional autoregressive processes

Alain Durmus, Andreas Eberle, Aurélien Enfroy, Arnaud Guillin, Pierre Monmarché

The Annals of Applied Probability

January 2022

Boost your favorite Markov Chain Monte Carlo sampler using Kac's theorem: the Kick-Kac teleportation algorithm

Randal Douc, Alain Durmus, Aurélien Enfroy, Jimmy Olsson