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Honglin Yuan — most-cited papers & profile · Federated Learning
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·
overview
Honglin Yuan
6
papers ·
223
citations
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Semantic Scholar ↗
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Most-cited papers
A Field Guide to Federated Optimization
2021 · 167 citations
Federated Accelerated Stochastic Gradient Descent
2020 · 22 citations
What Do We Mean by Generalization in Federated Learning?
2021 · 12 citations
Federated Composite Optimization
2020 · 11 citations
Sharp Bounds for Federated Averaging (Local SGD) and Continuous Perspective
2021 · 10 citations
On Principled Local Optimization Methods for Federated Learning
2024 · 1 citations
Top co-authors
Karan Singhal
· 2
Manzil Zaheer
· 2
Tengyu Ma
· 2
Advait Gadhikar
· 1
Alex Ingerman
· 1
Ameet Talwalkar
· 1
Ananda Theertha Suresh
· 1
Andrew Hard
· 1
Antonious M. Girgis
· 1
Blaise Aguera y Arcas
· 1
Blake Woodworth
· 1
Chaoyang He
· 1
Topics
Federated Learning
Optimization
Communication
Data Heterogeneity
Privacy