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most citedUnderstanding the Statistical Accuracy-Communication Trade-off in Personalized Federated Learning with Minimax Guarantees

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stat.ML2024★ 1 cited

Understanding the Statistical Accuracy-Communication Trade-off in Personalized Federated Learning with Minimax Guarantees

Xin Yu, Zelin He, Ying Sun +2

Personalized federated learning (PFL) offers a flexible framework for aggregating information across distributed clients with heterogeneous data. This work considers a personalized…