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
Erum Mushtaq — most-cited papers & profile · Federated Learning
← authors
·
overview
Erum Mushtaq
4
papers ·
59
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings
2022 · 53 citations
SSFL: Tackling Label Deficiency in Federated Learning via Personalized Self-Supervision
2021 · 12 citations
SPIDER: Searching Personalized Neural Architecture for Federated Learning
2021 · 7 citations
Federated Alternate Training (FAT): Leveraging Unannotated Data Silos in Federated Segmentation for Medical Imaging
2023 · 1 citations
Top co-authors
Salman Avestimehr
· 4
Chaoyang He
· 3
Jie Ding
· 2
Aur\'elien Bellet
· 1
Aymeric Dieuleveut
· 1
Boris Muzellec
· 1
Constantin Philippenko
· 1
Edwige Cyffers
· 1
Felix Grimberg
· 1
Giovanni Neglia
· 1
Jean Ogier du Terrail
· 1
Mahdi Soltanolkotabi
· 1
Topics
Federated Learning
Privacy