Constantin Philippenko 个人学术档案 - 学术资源搜索

引用次数

	总计	2019 年至今
引用	237	236
h 指数	3	3
i10 指数	3	3

0

90

45

2019202020212022202320241 4 18 39 90 84

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合著作者

Aymeric DieuleveutProfessor, Ecole Polytechnique, France在 polytechnique.edu 的电子邮件经过验证

Constantin Philippenko

Constantin Philippenko

Post-doctoral researcher, Inria Paris, DI ENS

在 inria.fr 的电子邮件经过验证 - 首页

Federated Learning Optimization Matrix factorisation


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
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	112	2022
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	87*	2020
Preserved central model for faster bidirectional compression in distributed settings C Philippenko, A Dieuleveut Advances in Neural Information Processing Systems 34, 2387-2399, 2021	38	2021
In-depth Analysis of Low-rank Matrix Factorisation in a Federated Setting C Philippenko, K Scaman, L Massoulié arXiv preprint arXiv:2409.08771, 2024		2024
Compressed and distributed least-squares regression: convergence rates with applications to Federated Learning C Philippenko, A Dieuleveut Journal of Machine Learning Research 25 (288), 1-80, 2024		2024
Bidirectional compression for Federated Learning in a heterogeneous setting C Philippenko Institut polytechnique de Paris, 2023		2023
Compression bidirectionnelle pour l'apprentissage fédéré hétérogène C Philippenko Institut Polytechnique de Paris, 2023		2023

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