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Sebastian Caldas — most-cited papers & profile · Federated Learning
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overview
Sebastian Caldas
3
papers ·
464
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
LEAF: A Benchmark for Federated Settings
2018 · 285 citations
Expanding the Reach of Federated Learning by Reducing Client Resource Requirements
2018 · 158 citations
Differentially Private Meta-Learning
2019 · 21 citations
Top co-authors
Ameet Talwalkar
· 2
H. Brendan McMahan
· 2
Jakub Konečný
· 1
Jakub Kone\v{c}n\'y
· 1
Jeffrey Li
· 1
Mikhail Khodak
· 1
Peter Wu
· 1
Sai Meher Karthik Duddu
· 1
Tian Li
· 1
Virginia Smith and Ameet Talwalkar
· 1
Topics
Federated Learning
Edge Computing
Optimization
Data Heterogeneity
Communication
Privacy