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2025 ICML ICML 2025

Widening the Network Mitigates the Impact of Data Heterogeneity on FedAvg

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

Like Jian, Dong Liu

Topics

Machine Learning > Optimization & Theory > Learning Theory Machine Learning > Optimization & Theory > Optimization Deep Learning > Architectures > Neural Networks

Keywords

gradient descent data heterogeneity generalization performance fedavg overparameterized infinite-width regime
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