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Ravikumar Balakrishnan — most-cited papers & profile · Federated Learning
← authors
·
overview
Ravikumar Balakrishnan
7
papers ·
11
citations ·
11
h-index
Cisco Systems (China) · Cisco Systems (United States)
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Most-cited papers
Sim-to-Real Transfer in Multi-agent Reinforcement Networking for Federated Edge Computing
2021 · 5 citations
Multi-Task Model Personalization for Federated Supervised SVM in Heterogeneous Networks
2023 · 1 citations
EdgeML: Towards Network-Accelerated Federated Learning over Wireless Edge
2021
Buffer-based Gradient Projection for Continual Federated Learning
2024
Top co-authors
Minwoo Lee
· 2
Nageen Himayat
· 2
Pinyarash Pinyoanuntapong
· 2
Aleksei Ponomarenko-Timofeev
· 1
and Pu Wang
· 1
and Yevgeni Koucheryavy
· 1
Chen Chen
· 1
Chen Chen
· 1
Jy-yong Sohn
· 1
Kangwook Lee
· 1
Olga Galinina
· 1
Prabhu Janakaraj
· 1
Topics
Federated Learning
Edge Computing
Privacy
Data Heterogeneity