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cs.LG2026
SCOPE-FL: A Strategy-proof Chain-based Optimal pareto efficient Federated Learning System
Seyed Salar Ghazi, Kaiwen Zhang, Mehdi feizi +1
Hierarchical Federated Learning (HFL) enables scalable collaborative model training across distributed devices while preserving data privacy. However, existing HFL client selection…
cs.LG2025
MAR-FL: A Communication Efficient Peer-to-Peer Federated Learning System
Felix Mulitze, Herbert Woisetschläger, Hans Arno Jacobsen
The convergence of next-generation wireless systems and distributed Machine Learning (ML) demands Federated Learning (FL) methods that remain efficient and robust with wireless con…