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Blake Woodworth — most-cited papers & profile · Federated Learning
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Blake Woodworth
4
papers ·
257
citations
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Semantic Scholar ↗
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Most-cited papers
A Field Guide to Federated Optimization
2021 · 167 citations
Is Local SGD Better than Minibatch SGD?
2020 · 45 citations
Minibatch vs Local SGD for Heterogeneous Distributed Learning
2020 · 45 citations
Local Steps Speed Up Local GD for Heterogeneous Distributed Logistic Regression
2025
Top co-authors
H. Brendan Mcmahan
· 2
Kumar Kshitij Patel
· 2
Nathan Srebro
· 2
Sebastian U. Stich
· 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
Brian Bullins
· 1
Topics
Optimization
Data Heterogeneity
Federated Learning
Communication
Privacy