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Constantin Philippenko
Constantin Philippenko
Ph.D. Student, École Polytechnique, Paris, France
Verified email at polytechnique.edu - Homepage
Title
Cited by
Cited by
Year
Bidirectional compression in heterogeneous settings for distributed or federated learning with partial participation: tight convergence guarantees
C Philippenko, A Dieuleveut
arXiv preprint arXiv:2006.14591, 2020
73*2020
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
642022
Preserved central model for faster bidirectional compression in distributed settings
C Philippenko, A Dieuleveut
Advances in Neural Information Processing Systems 34, 2387-2399, 2021
382021
Compressed and distributed least-squares regression: convergence rates with applications to Federated Learning
A Dieuleveut, C Philippenko
2024
Compression bidirectionnelle pour l'apprentissage fédéré hétérogène
C Philippenko
Institut Polytechnique de Paris, 2023
2023
Compressed and distributed least-squares regression: convergence rates with applications to Federated Learning
C Philippenko, A Dieuleveut
arXiv preprint arXiv:2308.01358, 2023
2023
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Articles 1–6