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Keith Rush — most-cited papers & profile · Federated Learning
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·
overview
Keith Rush
7
papers ·
524
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Improving Federated Learning Personalization via Model Agnostic Meta Learning
2019 · 369 citations
Adaptive Federated Optimization
2020 · 128 citations
Federated Reconstruction: Partially Local Federated Learning
2021 · 24 citations
(Amplified) Banded Matrix Factorization: A unified approach to private training
2023 · 2 citations
Gradient Descent with Linearly Correlated Noise: Theory and Applications to Differential Privacy
2023 · 1 citations
Iterated Vector Fields and Conservatism, with Applications to Federated Learning
2021
Federated Automatic Differentiation
2023
Top co-authors
Zachary Charles
· 4
Jakub Kone\v{c}n\'y
· 2
Ryan McKenna
· 2
Zachary Garrett
· 2
Abhradeep Thakurta
· 1
Anastasia Koloskova
· 1
and Zachary Garrett
· 1
and Zheng Xu
· 1
Arun Ganesh
· 1
Brendan McMahan
· 1
Christopher A. Choquette-Choo
· 1
Hakim Sidahmed
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity
Optimization
Communication