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Yann Fraboni — most-cited papers & profile · Federated Learning
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Yann Fraboni
5
papers ·
74
citations
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Most-cited papers
Clustered Sampling: Low-Variance and Improved Representativity for Clients Selection in Federated Learning
2021 · 47 citations
Free-rider Attacks on Model Aggregation in Federated Learning
2020 · 12 citations
A General Theory for Federated Optimization with Asynchronous and Heterogeneous Clients Updates
2022 · 11 citations
SIFU: Sequential Informed Federated Unlearning for Efficient and Provable Client Unlearning in Federated Optimization
2022 · 4 citations
A General Theory for Client Sampling in Federated Learning
2021
Top co-authors
Marco Lorenzi
· 5
Richard Vidal
· 5
Laetitia Kameni
· 4
Kevin Scaman
· 1
Martin Van Waerebeke
· 1
Topics
Federated Learning
Optimization
Adversarial Attacks
Security
Communication