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Similarity-Aware Personalized Federated Learning in Heterogeneous Environments

A V, Arun Kumar et al.
arXiv (All) · Papers
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machine-learning
Federated Learning (FL) allows decentralized clients to train models collaboratively while preserving data privacy. However, distribution mismatch across clients often leads to poor global generalization and degraded local client-level performance. In such scenarios, some of the clients with their l
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