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
Maruan Al-Shedivat — most-cited papers & profile · Federated Learning
← authors
·
overview
Maruan Al-Shedivat
5
papers ·
249
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
A Field Guide to Federated Optimization
2021 · 167 citations
Federated Learning via Posterior Averaging: A New Perspective and Practical Algorithms
2020 · 38 citations
On Data Efficiency of Meta-learning
2021
Top co-authors
Ameet Talwalkar
· 2
Eric Xing
· 2
Advait Gadhikar
· 1
Afshin Rostamizadeh
· 1
Alex Ingerman
· 1
Ananda Theertha Suresh
· 1
Andrew Hard
· 1
Antonious M. Girgis
· 1
Blaise Agüera y Arcas
· 1
Blake Woodworth
· 1
Chaoyang He
· 1
Chen Zhu
· 1
Topics
Federated Learning
Optimization
Communication
Data Heterogeneity
Privacy