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Milad Sefidgaran — most-cited papers & profile · Federated Learning
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Milad Sefidgaran
4
papers ·
8
citations
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Semantic Scholar ↗
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Most-cited papers
Rate-Distortion Theoretic Bounds on Generalization Error for Distributed Learning
2022 · 4 citations
More Communication Does Not Result in Smaller Generalization Error in Federated Learning
2023 · 2 citations
Lessons from Generalization Error Analysis of Federated Learning: You May Communicate Less Often!
2023 · 2 citations
Heterogeneity Matters even More in Distributed Learning: Study from Generalization Perspective
2025
Top co-authors
Abdellatif Zaidi
· 4
Romain Chor
· 4
Masoud Kavian
· 1
Yijun Wan
· 1
Topics
Federated Learning
Communication
Data Heterogeneity