Philippenko, Constantin

4 publications

AAAI 2025 In-Depth Analysis of Low-Rank Matrix Factorisation in a Federated Setting Constantin Philippenko, Kevin Scaman, Laurent Massoulié

JMLR 2024 Compressed and Distributed Least-Squares Regression: Convergence Rates with Applications to Federated Learning Constantin Philippenko, Aymeric Dieuleveut

NeurIPS 2022 FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings Jean Ogier du Terrail, Samy-Safwan Ayed, Edwige Cyffers, Felix Grimberg, Chaoyang He, Regis Loeb, Paul Mangold, Tanguy Marchand, Othmane Marfoq, Erum Mushtaq, Boris Muzellec, Constantin Philippenko, Santiago Silva, Maria Teleńczuk, Shadi Albarqouni, Salman Avestimehr, Aurélien Bellet, Aymeric Dieuleveut, Martin Jaggi, Sai Praneeth Karimireddy, Marco Lorenzi, Giovanni Neglia, Marc Tommasi, Mathieu Andreux

NeurIPS 2021 Preserved Central Model for Faster Bidirectional Compression in Distributed Settings Constantin Philippenko, Aymeric Dieuleveut