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
Nicole Mitchell — most-cited papers & profile · Federated Learning
← authors
·
overview
Nicole Mitchell
3
papers ·
3
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Towards Federated Foundation Models: Scalable Dataset Pipelines for Group-Structured Learning
2023 · 3 citations
Optimizing the Communication-Accuracy Trade-off in Federated Learning with Rate-Distortion Theory
2022
Leveraging Function Space Aggregation for Federated Learning at Scale
2023
Top co-authors
Zachary Charles
· 3
Zachary Garrett
· 2
Gintare Karolina Dziugaite
· 1
Jakub Kone\v{c}n\'y
· 1
Johannes Ball\'e
· 1
Krishna Pillutla
· 1
Michael Reneer
· 1
Nikita Dhawan
· 1
Topics
Federated Learning
Communication