Momentum-Driven Adaptivity: Towards Tuning-Free Asynchronous Federated Learning

Wenjing YAN; Xiangyu Zhong; Xiaolu Wang; Ying-Jun Angela Zhang

2025 ICML ICML 2025

Momentum-Driven Adaptivity: Towards Tuning-Free Asynchronous Federated Learning

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

Wenjing YAN, Xiangyu Zhong, Xiaolu Wang, Ying-Jun Angela Zhang

Topics

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

Keywords

adaptive learning convergence rate linear speedup gradient normalization asynchronous federated learning momentum-driven

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