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Galen Andrew — most-cited papers & profile · Federated Learning
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overview
Galen Andrew
7
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
· 5
Peter Kairouz
· 3
Zheng Xu
· 2
Alina Oprea
· 1
Ameet Talwalkar
· 1
Andrew Hard
· 1
Antonious M. Girgis
· 1
Blaise Aguera y Arcas
· 1
Chaoyang He
· 1
Chen Zhu
· 1
Christopher A. Choquette-Choo
· 1
Felix X. Yu
· 1
Topics
Federated Learning
Privacy
Optimization
Data Heterogeneity
Edge Computing
Communication