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
Soumik Sarkar — most-cited papers & profile · Federated Learning
← authors
·
overview
Soumik Sarkar
8
papers ·
13
citations ·
46
h-index
Iowa State University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
DeCAF: Decentralized Consensus-And-Factorization for Low-Rank Adaptation of Foundation Models
2025
Top co-authors
Aditya Balu
· 1
Chinmay Hegde
· 1
Joshua R. Waite
· 1
Nastaran Saadati
· 1
Shreyan Ganguly
· 1
Zhanhong Jiang
· 1
Topics
Federated Learning
Edge Computing
Data Heterogeneity
Optimization