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Hubert Eichner — most-cited papers & profile · Federated Learning
← authors
·
overview
Hubert Eichner
8
papers ·
1724
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Towards Federated Learning at Scale: System Design
2019 · 958 citations
Applied Federated Learning: Improving Google Keyboard Query Suggestions
2018 · 451 citations
A Field Guide to Federated Optimization
2021 · 167 citations
Federated Evaluation of On-device Personalization
2019 · 118 citations
Semi-Cyclic Stochastic Gradient Descent
2019 · 18 citations
Federated Learning in Practice: Reflections and Projections
2024 · 9 citations
Confidential Federated Computations
2024 · 3 citations
Federated Training of Dual Encoding Models on Small Non-IID Client Datasets
2022
Top co-authors
Daniel Ramage
· 5
H. Brendan McMahan
· 3
Katharine Daly
· 3
Peter Kairouz
· 3
Alex Ingerman
· 2
Dzmitry Huba
· 2
Fran\c{c}oise Beaufays
· 2
Galen Andrew
· 2
Karan Singhal
· 2
Timon Van Overveldt
· 2
Adria Gascon
· 1
Advait Gadhikar
· 1
Topics
Federated Learning
Privacy
Optimization
Edge Computing
Communication
Data Heterogeneity