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Sanjiv Kumar — most-cited papers & profile · Federated Learning
← authors
·
overview
Sanjiv Kumar
15
papers ·
539
citations ·
47
h-index
Physiotherapy New Zealand · KLE University
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Most-cited papers
cpSGD: Communication-efficient and differentially-private distributed SGD
2018 · 184 citations
Distributed Mean Estimation with Limited Communication
2016 · 149 citations
Adaptive Federated Optimization
2020 · 128 citations
Federated Learning with Only Positive Labels
2020 · 40 citations
Learning discrete distributions: user vs item-level privacy
2020 · 9 citations
Top co-authors
H. Brendan McMahan
· 3
Felix X. Yu
· 2
Keith Rush
· 1
Manzil Zaheer
· 1
Michael Riley
· 1
Naman Agarwal
· 1
Yuhan Liu
· 1
Zachary Charles
· 1
Zachary Garrett
· 1
Topics
Federated Learning
Optimization
Communication
Privacy
Data Heterogeneity