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2025 ICML ICML 2025

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

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Xin Yu, Zelin He, Ying Sun, Lingzhou Xue, Runze Li

Topics

Machine Learning > Optimization & Theory > Learning Theory Machine Learning > Application Areas > Domain Adaptation

Keywords

minimax optimality communication cost statistical accuracy global model personalized federated learning local model
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