5 citations · 9 across the 3 of their papers we have counts for
3 papers
stat.CO2022★ 2 cited
Boost your favorite Markov Chain Monte Carlo sampler using Kac's theorem: the Kick-Kac teleportation algorithm
Randal Douc, Alain Durmus, Aurélien Enfroy +1
The present paper focuses on the problem of sampling from a given target distribution defined on some general state space. To this end, we introduce a novel class of non-revers…
math.PR2021★ 5 cited
Uniform minorization condition and convergence bounds for discretizations of kinetic Langevin dynamics
Alain Durmus, Aurélien Enfroy, Éric Moulines +1
We study the convergence in total variation and -norm of discretization schemes of the underdamped Langevin dynamics. Such algorithms are very popular and commonly used in molec…
math.PR2021★ 2 cited
Discrete sticky couplings of functional autoregressive processes
Alain Durmus, Andreas Eberle, Aurélien Enfroy +2
In this paper, we provide bounds in Wasserstein and total variation distances between the distributions of the successive iterates of two functional autoregressive processes with i…