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
Arya Mazumdar — most-cited papers & profile · Federated Learning
← authors
·
overview
Arya Mazumdar
7
papers ·
5
citations ·
19
h-index
University of California San Diego · Xenobe Research Institute
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
An Improved Algorithm for Clustered Federated Learning
2022 · 5 citations
Client Selection in Federated Learning with Data Heterogeneity and Network Latencies
2025
Learning and Generalization with Mixture Data
2025
Effectiveness of Distributed Gradient Descent with Local Steps for Overparameterized Models
2024
Escaping Saddle Points in Distributed Newton's Method with Communication Efficiency and Byzantine Resilience
2021
Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks
2023
Top co-authors
Harsh Vardhan
· 4
Avishek Ghosh
· 3
Tajana Rosing
· 2
Xiaofan Yu
· 2
Emily Ekaireb
· 1
Harshvardhan
· 1
Heng Zhu
· 1
Kannan Ramchandran
· 1
Ludmila Cherkasova
· 1
Quanling Zhao
· 1
Raj Kumar Maity
· 1
Xiyuan Zhang
· 1
Topics
Federated Learning
Data Heterogeneity
Adversarial Attacks
Optimization
math.OC
Communication
Security