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Kumar Kshitij Patel — most-cited papers & profile · Federated Learning
← authors
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overview
Kumar Kshitij Patel
6
papers ·
90
citations ·
8
h-index
APT Foundation
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Is Local SGD Better than Minibatch SGD?
2020 · 45 citations
Minibatch vs Local SGD for Heterogeneous Distributed Learning
2020 · 45 citations
What Makes Local Updates Effective: The Role of Data Heterogeneity and Smoothness
2025
Personalized Federated Training of Diffusion Models with Privacy Guarantees
2025
On the Effect of Defections in Federated Learning and How to Prevent Them
2023
Federated Online and Bandit Convex Optimization
2023
Top co-authors
Blake Woodworth
· 2
Lingxiao Wang
· 2
Nathan Srebro
· 2
Aadirupa Saha
· 1
Brian Bullins
· 1
Han Shao
· 1
H. Brendan McMahan
· 1
Lingxiao Wang
· 1
Minbiao Han
· 1
Nati Sebro
· 1
Ohad Shamir
· 1
Sebastian U. Stich
· 1
Topics
Federated Learning
Optimization
Data Heterogeneity
Privacy
Communication