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Otkrist Gupta — most-cited papers & profile · Federated Learning
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overview
Otkrist Gupta
6
papers ·
704
citations ·
17
h-index
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Most-cited papers
Split learning for health: Distributed deep learning without sharing raw patient data
2018 · 179 citations
No Peek: A Survey of private distributed deep learning
2018 · 47 citations
Detailed comparison of communication efficiency of split learning and federated learning
2019 · 44 citations
NoPeek: Information leakage reduction to share activations in distributed deep learning
2020 · 10 citations
Top co-authors
Praneeth Vepakomma
· 4
Ramesh Raskar
· 4
Tristan Swedish
· 2
Abhimanyu Dubey
· 1
Abhishek Singh
· 1
Abhishek Singh
· 1
Topics
Federated Learning
Privacy
Communication
Optimization
Security
Data Heterogeneity
Encryption