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Satyen Kale — most-cited papers & profile · Federated Learning
← authors
·
overview
Satyen Kale
10
papers ·
1031
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
SCAFFOLD: Stochastic Controlled Averaging for Federated Learning
2019 · 735 citations
A Field Guide to Federated Optimization
2021 · 167 citations
Mime: Mimicking Centralized Stochastic Algorithms in Federated Learning
2020 · 94 citations
On the Unreasonable Effectiveness of Federated Averaging with Heterogeneous Data
2022 · 20 citations
On the Convergence of Federated Averaging with Cyclic Client Participation
2023 · 7 citations
Mixed Federated Learning: Joint Decentralized and Centralized Learning
2022 · 5 citations
Federated Functional Gradient Boosting
2021 · 3 citations
Faster Rates For Federated Variational Inequalities
2026
Eager Updates For Overlapped Communication and Computation in DiLoCo
2025
Asynchronous Local-SGD Training for Language Modeling
2024
Top co-authors
Ananda Theertha Suresh
· 3
Gauri Joshi
· 3
Mehryar Mohri
· 3
Sai Praneeth Karimireddy
· 3
Sashank J. Reddi
· 3
Sebastian U. Stich
· 3
Arthur Douillard
· 2
Karan Singhal
· 2
Martin Jaggi
· 2
Zheng Xu
· 2
Advait Gadhikar
· 1
Alex Ingerman
· 1
Topics
Optimization
Federated Learning
Data Heterogeneity
Communication
Privacy
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