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Jakub Konečný — most-cited papers & profile · Federated Learning
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overview
Jakub Konečný
3
papers ·
333
citations
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Semantic Scholar ↗
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Most-cited papers
A Field Guide to Federated Optimization
2021 · 167 citations
Expanding the Reach of Federated Learning by Reducing Client Resource Requirements
2018 · 158 citations
Randomized Distributed Mean Estimation: Accuracy vs Communication
2016 · 8 citations
Top co-authors
Ameet Talwalkar
· 2
H. Brendan McMahan
· 2
Peter Richtárik
· 2
Advait Gadhikar
· 1
Alex Ingerman
· 1
Ananda Theertha Suresh
· 1
Andrew Hard
· 1
Antonious M. Girgis
· 1
Blaise Agüera y Arcas
· 1
Blake Woodworth
· 1
Chaoyang He
· 1
Chen Zhu
· 1
Topics
Communication
Optimization
Federated Learning
Edge Computing
Data Heterogeneity
Privacy