Paul Mangold

Paul Mangold

Institut national de recherche en informatique et en automatique  - /
Engineering & Technology / Computer Science
AD Scientific Index ID: 5278613
person_outline Paul Mangold's MOST POPULAR ARTICLES
1-) Flamby: Datasets and benchmarks for cross-silo federated learning in realistic healthcare settingsJ Ogier du Terrail, SS Ayed, E Cyffers, F Grimberg, C He, R Loeb, ...Advances in Neural Information Processing Systems 35, 5315-5334, 2022622022
2-) Differential Privacy has Bounded Impact on Fairness in ClassificationP Mangold, M Perrot, A Bellet, M TommasiInternational Conference on Machine Learning, 2023, 2023152023
3-) Differentially Private Coordinate Descent for Composite Empirical Risk MinimizationP Mangold, A Bellet, J Salmon, M TommasiInternational Conference on Machine Learning, 2022, 2022132022
4-) A decentralized framework for biostatistics and privacy concernsP Mangold, A Filiot, M Moussa, V Sobanski, G Ficheur, P Andrey, A LamerIntegrated Citizen Centered Digital Health and Social Care, 137-141, 2020102020
5-) High-Dimensional Private Empirical Risk Minimization by Greedy Coordinate DescentP Mangold, A Bellet, J Salmon, M TommasiInternational Conference on Artifical Intelligence and Statistics, 2023, 202362023