Edwige Cyffers

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Realistic Settings

Temporal Difference Learning

Differentially Private

Top Venues

Publications

Abdellah El Mrini, Edwige Cyffers, Aurélien Bellet
Privacy Attacks in Decentralized Learning. CoRR (2024)
Edwige Cyffers, Aurélien Bellet, Jalaj Upadhyay
Differentially Private Decentralized Learning with Random Walks. CoRR (2024)
Edwige Cyffers, Aurélien Bellet, Debabrota Basu
From Noisy Fixed-Point Iterations to Private ADMM for Centralized and Federated Learning. CoRR (2023)
Edwige Cyffers, Aurélien Bellet, Debabrota Basu
From Noisy Fixed-Point Iterations to Private ADMM for Centralized and Federated Learning. ICML (2023)
Edwige Cyffers, Aurélien Bellet
Privacy Amplification by Decentralization. AISTATS (2022)
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 S. Silva R., Maria Telenczuk, Shadi Albarqouni, Salman Avestimehr, Aurélien Bellet, Aymeric Dieuleveut, Martin Jaggi, Sai Praneeth Karimireddy, Marco Lorenzi, Giovanni Neglia, Marc Tommasi, Mathieu Andreux
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings. CoRR (2022)
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 Telenczuk, Shadi Albarqouni, Salman Avestimehr, Aurélien Bellet, Aymeric Dieuleveut, Martin Jaggi, Sai Praneeth Karimireddy, Marco Lorenzi, Giovanni Neglia, Marc Tommasi, Mathieu Andreux
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings. NeurIPS (2022)
Edwige Cyffers, Mathieu Even, Aurélien Bellet, Laurent Massoulié
Muffliato: Peer-to-Peer Privacy Amplification for Decentralized Optimization and Averaging. NeurIPS (2022)
Edwige Cyffers, Mathieu Even, Aurélien Bellet, Laurent Massoulié
Muffliato: Peer-to-Peer Privacy Amplification for Decentralized Optimization and Averaging. CoRR (2022)
Edwige Cyffers, Aurélien Bellet
Privacy Amplification by Decentralization. CoRR (2020)