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2025 ICML ICML 2025

FedSMU: Communication-Efficient and Generalization-Enhanced Federated Learning through Symbolic Model Updates

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

Xinyi Lu, Hao Zhang, Chenglin Li, Weijia Lu, Zhifei Yang, Wenrui Dai, Xiaodong Zhang, Xiaofeng Ma, Can Zhang, Junni Zou, Hongkai Xiong

Topics

Machine Learning > Optimization & Theory > Neural Network Optimization Machine Learning > Application Areas > Efficient Computing

Keywords

federated learning communication overhead generalization performance client data heterogeneity lion optimizer symbolic model updates
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