Awesome Federated Learning
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Kevin Scaman — most-cited papers & profile · Federated Learning
← authors
·
overview
Kevin Scaman
6
papers ·
4
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
SIFU: Sequential Informed Federated Unlearning for Efficient and Provable Client Unlearning in Federated Optimization
2022 · 4 citations
Adaptive collaboration for online personalized distributed learning with heterogeneous clients
2025
Minimax Excess Risk of First-Order Methods for Statistical Learning with Data-Dependent Oracles
2023
In-depth Analysis of Low-rank Matrix Factorisation in a Federated Setting
2024
Top co-authors
Batiste Le Bars
· 2
Constantin Philippenko
· 2
Laurent Massouli\'e
· 2
Laetitia Kameni
· 1
Laurent Massoulie
· 1
Marco Lorenzi
· 1
Martin Van Waerebeke
· 1
Mathieu Even
· 1
Richard Vidal
· 1
Yann Fraboni
· 1
Topics
Federated Learning
Optimization
Communication