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Nathan Srebro — most-cited papers & profile · Federated Learning
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overview
Nathan Srebro
5
papers ·
110
citations ·
55
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Is Local SGD Better than Minibatch SGD?
2020 · 45 citations
Minibatch vs Local SGD for Heterogeneous Distributed Learning
2020 · 45 citations
Semi-Cyclic Stochastic Gradient Descent
2019 · 18 citations
Top co-authors
Blake Woodworth
· 2
H. Brendan McMahan
· 2
Kumar Kshitij Patel
· 2
Brian Bullins
· 1
Hubert Eichner
· 1
Kunal Talwar
· 1
Ohad Shamir
· 1
Sebastian U. Stich
· 1
Tomer Koren
· 1
Zhen Dai
· 1
Topics
Federated Learning
Optimization
Data Heterogeneity