| Flamby: Datasets and benchmarks for cross-silo federated learning in realistic healthcare settings J Ogier du Terrail, SS Ayed, E Cyffers, F Grimberg, C He, R Loeb, ... Advances in Neural Information Processing Systems 35, 5315-5334, 2022 | 136 | 2022 |
| Differential privacy has bounded impact on fairness in classification P Mangold, M Perrot, A Bellet, M Tommasi International Conference on Machine Learning, 23681-23705, 2023 | 26 | 2023 |
| Differentially private coordinate descent for composite empirical risk minimization P Mangold, A Bellet, J Salmon, M Tommasi International Conference on Machine Learning, 14948-14978, 2022 | 19 | 2022 |
| A decentralized framework for biostatistics and privacy concerns P Mangold, A Filiot, M Moussa, V Sobanski, G Ficheur, P Andrey, A Lamer Integrated Citizen Centered Digital Health and Social Care, 137-141, 2020 | 10 | 2020 |
| High-dimensional private empirical risk minimization by greedy coordinate descent P Mangold, A Bellet, J Salmon, M Tommasi International Conference on Artificial Intelligence and Statistics, 4894-4916, 2023 | 8 | 2023 |
| Specifications for the routine implementation of federated learning in hospitals networks A Lamer, A Filiot, Y Bouillard, P Mangold, P Andrey, J Schiro Public Health and Informatics, 128-132, 2021 | 6 | 2021 |
| The Relative Gaussian Mechanism and its Application to Private Gradient Descent H Hendrikx, P Mangold, A Bellet International Conference on Artificial Intelligence and Statistics, 3079-3087, 2024 | 2 | 2024 |
| Federated UCBVI: Communication-Efficient Federated Regret Minimization with Heterogeneous Agents S Labbi, D Tiapkin, L Mancini, P Mangold, E Moulines arXiv preprint arXiv:2410.22908, 2024 | 1 | 2024 |
| Scafflsa: Taming heterogeneity in federated linear stochastic approximation and td learning P Mangold, S Samsonov, S Labbi, I Levin, R Alami, A Naumov, ... The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024 | 1 | 2024 |
| Refined Analysis of Federated Averaging's Bias and Federated Richardson-Romberg Extrapolation P Mangold, A Durmus, A Dieuleveut, S Samsonov, E Moulines arXiv preprint arXiv:2412.01389, 2024 | | 2024 |
| Joint Channel Selection using FedDRL in V2X L Mancini, S Labbi, KA Meraim, F Boukhalfa, A Durmus, P Mangold, ... arXiv preprint arXiv:2410.20687, 2024 | | 2024 |
| Exploiting problem structure in privacy-preserving optimization and machine learning P Mangold Université de Lille, 2023 | | 2023 |
| Optional realization of the French negative particule (ne) on Twitter: Can big data reveal new sociolinguistic patterns? P Mangold, Y Léo, JP Chevrot, E Fleury, M Karsai, JP Magué, A Nardy, ... ICLAVE 9 2017-International Conference on Language Variation in Europe, 2017 | | 2017 |
Aurélien BelletResearch scientist at INRIABestätigte E-Mail-Adresse bei inria.fr
