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Open AccessArticle

DeFL-VP: Decentralized Federated Learning with Variance Reduction and Differential Privacy

Ruihong Xiu, Rui Liu, Weixu Zhang, Xiaokai Liao, Kouichi Sakurai

2026, 2(2): 12. doi: 10.53941/jmlis.2026.100012

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Open AccessArticle

FedFE: A Fairness-Equilibrium Framework for Federated Learning Systems

Yuncheng Ge, Hanlin Li, Huiwei Wang

2025, 1(1): 4. doi: 10.53941/jmlis.2025.100004

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