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
Daniel J. Beutel — most-cited papers & profile · Federated Learning
← authors
·
overview
Daniel J. Beutel
8
papers ·
171
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Flower: A Friendly Federated Learning Research Framework
2020 · 107 citations
A first look into the carbon footprint of federated learning
2021 · 55 citations
End-to-End Speech Recognition from Federated Acoustic Models
2021 · 3 citations
MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation
2021 · 2 citations
On-device Federated Learning with Flower
2021 · 1 citations
Can Federated Learning Save The Planet?
2020
Secure Aggregation for Federated Learning in Flower
2022
Top co-authors
Akhil Mathur
· 4
Nicholas D. Lane
· 4
Taner Topal
· 4
Titouan Parcollet
· 4
Xinchi Qiu
· 4
Pedro Porto Buarque de Gusm\~ao
· 3
Javier Fernandez-Marques
· 2
Javier Fernandez-Marques
· 2
Yan Gao
· 2
Abhishek Singh
· 1
Akshay Chaudhari
· 1
Alejandro Aristizabal
· 1
Topics
Federated Learning
Edge Computing
Optimization
Data Heterogeneity
Privacy