| QLSD: Quantised Langevin stochastic dynamics for Bayesian federated learning M Vono, V Plassier, A Durmus, A Dieuleveut, E Moulines International Conference on Artificial Intelligence and Statistics, 6459-6500, 2022 | 33 | 2022 |
| DG-LMC: a turn-key and scalable synchronous distributed MCMC algorithm via Langevin Monte Carlo within Gibbs V Plassier, M Vono, A Durmus, E Moulines International Conference on Machine Learning, 8577-8587, 2021 | 18 | 2021 |
| Conformal prediction for federated uncertainty quantification under label shift V Plassier, M Makni, A Rubashevskii, E Moulines, M Panov International Conference on Machine Learning, 27907-27947, 2023 | 8 | 2023 |
| Federated averaging langevin dynamics: Toward a unified theory and new algorithms V Plassier, E Moulines, A Durmus International Conference on Artificial Intelligence and Statistics, 5299-5356, 2023 | 6 | 2023 |
| Risk bounds when learning infinitely many response functions by ordinary linear regression V Plassier, F Portier, J Segers Annales de l'Institut Henri Poincare (B) Probabilites et statistique, 2020 | 5 | 2020 |
| Membership Inference Attacks via Adversarial Examples H Jalalzai, E Kadoche, R Leluc, V Plassier NeurIPS 2022 Workshop TSRML, 2022 | 2 | 2022 |
| Efficient Conformal Prediction under Data Heterogeneity V Plassier, N Kotelevskii, A Rubashevskii, F Noskov, M Velikanov, ... International Conference on Artificial Intelligence and Statistics, 4879-4887, 2024 | 1 | 2024 |
| Dg-lmc: A turn-key and scalable synchronous distributed mcmc algorithm V Plassier, M Vono, A Durmus, E Moulines arXiv preprint arXiv:2106.06300, 2021 | 1 | 2021 |
| Conditionally valid Probabilistic Conformal Prediction V Plassier, A Fishkov, M Panov, E Moulines arXiv preprint arXiv:2407.01794, 2024 | | 2024 |
| Distributed Monte Carlo simulation with large-scale Machine Learning: Bayesian Inference and Conformal Prediction V Plassier Institut Polytechnique de Paris, 2023 | | 2023 |
| Distributed Monte Carlo with application to large-scale Bayesian inference V Plassier, A Durmus, E Moulines | | 2023 |
| Supplementary material DG-LMC: A Turn-key and Scalable Synchronous Distributed MCMC Algorithm via Langevin Monte Carlo within Gibbs V Plassier, M Vono, A Durmus, E Moulines | | |
