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Sashank J. Reddi — most-cited papers & profile · Federated Learning
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Sashank J. Reddi
5
papers ·
1000
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
Private Adaptive Optimization with Side Information
2022 · 3 citations
Top co-authors
Ananda Theertha Suresh
· 3
Mehryar Mohri
· 3
Sai Praneeth Karimireddy
· 3
Satyen Kale
· 3
Sebastian U. Stich
· 3
Manzil Zaheer
· 2
Martin Jaggi
· 2
Virginia Smith
· 2
Advait Gadhikar
· 1
Alex Ingerman
· 1
Ameet Talwalkar
· 1
Andrew Hard
· 1
Topics
Optimization
Federated Learning
Data Heterogeneity
Communication
Privacy