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Anne-Marie Kermarrec — most-cited papers & profile · Federated Learning
← authors
·
overview
Anne-Marie Kermarrec
12
papers ·
12
citations ·
49
h-index
École Polytechnique Fédérale de Lausanne
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Refined Convergence and Topology Learning for Decentralized SGD with Heterogeneous Data
2022 · 6 citations
QuickDrop: Efficient Federated Unlearning by Integrated Dataset Distillation
2023 · 3 citations
Boosting Asynchronous Decentralized Learning with Model Fragmentation
2024 · 1 citations
Revisiting Ensembling in One-Shot Federated Learning
2024 · 1 citations
Robust Federated Inference
2025
Harnessing Increased Client Participation with Cohort-Parallel Federated Learning
2024
Low-Cost Privacy-Preserving Decentralized Learning
2024
Boosting Resource-Constrained Federated Learning Systems with Guessed Updates
2021
D-Cliques: Compensating for Data Heterogeneity with Topology in Decentralized Federated Learning
2021
Noiseless Privacy-Preserving Decentralized Learning
2024
Top co-authors
Rafael Pires
· 6
Akash Dhasade
· 5
Martijn de Vos
· 4
Rishi Sharma
· 4
Sayan Biswas
· 3
Erick Lavoie
· 2
Nirupam Gupta
· 2
Rachid Guerraoui
· 2
Rafaël Pinot
· 2
Alexis Marouani
· 1
Aur\'elien Bellet
· 1
Aurélien Bellet
· 1
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