Paul Mangold
Paul Mangold
Post-doctoral researcher at Polytechnique
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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
Differential Privacy has Bounded Impact on Fairness in Classification
P Mangold, M Perrot, A Bellet, M Tommasi
International Conference on Machine Learning, 2023, 2023
Differentially Private Coordinate Descent for Composite Empirical Risk Minimization
P Mangold, A Bellet, J Salmon, M Tommasi
International Conference on Machine Learning, 2022, 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
High-Dimensional Private Empirical Risk Minimization by Greedy Coordinate Descent
P Mangold, A Bellet, J Salmon, M Tommasi
International Conference on Artifical Intelligence and Statistics, 2023, 2023
Specifications for the Routine Implementation of Federated Learning in Hospitals Networks.
A Lamer, A Filiot, Y Bouillard, P Mangold, P Andrey, J Schiro
MIE, 128-132, 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
SCAFFLSA: Quantifying and Eliminating Heterogeneity Bias in Federated Linear Stochastic Approximation and Temporal Difference Learning
P Mangold, S Samsonov, S Labbi, I Levin, R Alami, A Naumov, ...
arXiv preprint arXiv:2402.04114, 2024
Exploiting problem structure in privacy-preserving optimization and machine learning
P Mangold
Université de Lille, 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
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