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Galen Andrew — most-cited papers & profile · Federated Learning
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overview
Galen Andrew
6
papers ·
732
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Applied Federated Learning: Improving Google Keyboard Query Suggestions
2018 · 451 citations
A Field Guide to Federated Optimization
2021 · 167 citations
Differentially Private Learning with Adaptive Clipping
2019 · 89 citations
Training Production Language Models without Memorizing User Data
2020 · 16 citations
One-shot Empirical Privacy Estimation for Federated Learning
2023 · 6 citations
Federated Learning of Gboard Language Models with Differential Privacy
2023 · 3 citations
Top co-authors
H. Brendan McMahan
· 3
Peter Kairouz
· 3
Fran\c{c}oise Beaufays
· 2
Hubert Eichner
· 2
Om Thakkar
· 2
Swaroop Ramaswamy
· 2
Advait Gadhikar
· 1
Alex Ingerman
· 1
Alina Oprea
· 1
Ameet Talwalkar
· 1
Ananda Theertha Suresh
· 1
Andrew Hard
· 1
Topics
Federated Learning
Privacy
Optimization
Data Heterogeneity
Edge Computing
Communication