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
Filip Hanzely — most-cited papers & profile · Federated Learning
← authors
·
overview
Filip Hanzely
6
papers ·
491
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Federated Learning of a Mixture of Global and Local Models
2020 · 242 citations
A Field Guide to Federated Optimization
2021 · 167 citations
Lower Bounds and Optimal Algorithms for Personalized Federated Learning
2020 · 64 citations
Local SGD: Unified Theory and New Efficient Methods
2020 · 10 citations
Personalized Federated Learning: A Unified Framework and Universal Optimization Techniques
2021 · 6 citations
Personalized Federated Learning with Multiple Known Clusters
2022 · 2 citations
Top co-authors
Mladen Kolar
· 2
Peter Richt\'arik
· 2
Peter Richtárik
· 2
Advait Gadhikar
· 1
Alex Ingerman
· 1
Ameet Talwalkar
· 1
Ananda Theertha Suresh
· 1
Andrew Hard
· 1
Antonious M. Girgis
· 1
Blaise Agüera y Arcas
· 1
Blake Woodworth
· 1
Boxiang Lyu
· 1
Topics
Federated Learning
Optimization
Communication
Data Heterogeneity
Privacy