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Nurbek Tastan — most-cited papers & profile · Federated Learning
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Nurbek Tastan
4
papers ·
0
citations
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Most-cited papers
Data-Free Contribution Estimation in Federated Learning using Gradient von Neumann Entropy
2026
CYCle: Choosing Your Collaborators Wisely to Enhance Collaborative Fairness in Decentralized Learning
2025
FedPeWS: Personalized Warmup via Subnetworks for Enhanced Heterogeneous Federated Learning
2024
Redefining Contributions: Shapley-Driven Federated Learning
2024
Top co-authors
Karthik Nandakumar
· 3
Samuel Horvath
· 3
and Karthik Nandakumar
· 1
Asim Ukaye
· 1
Martin Takáč
· 1
Mubarak Abdu-Aguye
· 1
Samar Fares
· 1
Toluwani Aremu
· 1
Topics
Federated Learning
Data Heterogeneity
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