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Edwige Cyffers — most-cited papers & profile · Federated Learning
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Edwige Cyffers
6
papers ·
44
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings
2022 · 53 citations
Privacy Amplification by Decentralization
2020 · 3 citations
From Noisy Fixed-Point Iterations to Private ADMM for Centralized and Federated Learning
2023 · 1 citations
Privacy Attacks in Decentralized Learning
2024 · 1 citations
Unified Privacy Guarantees for Decentralized Learning via Matrix Factorization
2025
Differentially Private Decentralized Learning with Random Walks
2024
Top co-authors
Aur\'elien Bellet
· 4
Aurelien Bellet
· 2
Abdellah El Mrini
· 1
Aymeric Dieuleveut
· 1
Boris Muzellec
· 1
Chaoyang He
· 1
Constantin Philippenko
· 1
Davide Frey
· 1
Debabrota Basu
· 1
Dimitri Ler\'ev\'erend
· 1
Erum Mushtaq
· 1
Felix Grimberg
· 1
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