Seminars and invited talks

2022/03 Invited talk, SIAM Conference on Imaging Science, Mini symposium on "Sparse Bayesian learning for image reconstruction with uncertainty quantification", online
"Asymptotically exact data augmentation: models, algorithms and applications to image processing"
2021/11 Seminar, Signal & Communications Seminar, IRIT, Toulouse, France
"Bayesian federated learning"
2021/09 Invited talk, On Future Synergies for Stochastic and Learning Algorithms, CIRM, Marseille, France
"Bayesian federated learning"
2021/08 Invited talk, Journées MAS 2020, organized by Institut Denis Poisson (UMR CNRS Orléans-Tours), online
"Asymptotically exact data augmentation : models, algorithms and theory"
2021/06 Invited talk, Workshop on large scale simulation and high-dimensional sampling, organized by Huawei, online
"DG-LMC: A turn-key and scalable synchronous distributed MCMC algorithm via Langevin Monte Carlo within Gibbs"
2020/12 Seminar, S3 Seminar - The Paris-Saclay Signal Seminar, CentraleSupelec
"Efficient MCMC sampling via asymptotically exact data augmentation"
2020/11 Invited talk, Workshop on large scale simulation and high-dimensional sampling, organized by Huawei, online
"Asymptotically exact data augmentation (AXDA): An approximate statistical framework for Bayesian inference" and "Efficient sampling in high-dimensional and large-scale problems based on AXDA"
2020/09 Seminar, Laplace's Demon Seminar, organized by Criteo AI Lab and ENSAE, online
"Efficient MCMC sampling using ADMM-type splitting" talk
2020/02 Seminar, Actuarial Mathematics & Statistics Seminar, School of Mathematics of Heriot Watt University, Edinburgh, U.K.
"Asymptotically exact data augmentation: models, properties and algorithms"
2019/12 Invited talk, Toulouse Inderdisciplinary group on Deep Learning (TIDLE), Quai des Savoirs, Toulouse, France
"Asymptotically exact data augmentation: models, properties and algorithms"
2019/12 Invited talk, Workshop on optimization, probability and simulation, organized by the Shenzhen Institute of Artificial Intelligence and Robotics for Society, University of Hong Kong, Shenzhen, China
"Asymptotically exact data augmentation: models, properties and algorithms"
2019/04 Invited talk, Mews Digital Day, Mews Partners, Toulouse, France
"On artificial intelligence dedicated to supply chain and business strategy"
2019/03 Seminar, OxCSML Seminar, Department of Statistics, University of Oxford, Oxford, U.K.
"Asymptotically exact data augmentation: models, properties and algorithms"
2018/05 Seminar, CRIStAL Seminar, Ecole Centrale de Lille, Lille, France
"Split-and-augmented Gibbs sampler - A divide & conquer approach to solve large-scale inference problems"