Maxime Vono

Maxime Vono

Criteo AI Lab - Paris / France
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 4967398
person_outline Maxime Vono's MOST POPULAR ARTICLES
1-) Split-and-augmented Gibbs sampler-Application to large-scale inference problemsM Vono, N Dobigeon, P ChainaisIEEE Transactions on Signal Processing 67 (6), 1648-1661, 2019622019
2-) Efficient MCMC sampling with dimension-free convergence rate using ADMM-type splittingM Vono, D Paulin, A DoucetJournal of Machine Learning Research 23 (25), 1-69, 2022392022
3-) High-dimensional Gaussian sampling: A review and a unifying approach based on a stochastic proximal point algorithmM Vono, N Dobigeon, P ChainaisSIAM Review 64 (1), 3-56, 2022432022
4-) Asymptotically exact data augmentation: models, properties and algorithmsM Vono, N Dobigeon, P ChainaisJournal of Computational and Graphical Statistics 30 (2), 335-348, 2021422021
5-) QLSD: Quantised Langevin stochastic dynamics for Bayesian federated learningM Vono, V Plassier, A Durmus, A Dieuleveut, E MoulinesInternational Conference on Artificial Intelligence and Statistics (AISTATS …, 2022402022