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2025 ICML ICML 2025

Propagation of Chaos for Mean-Field Langevin Dynamics and its Application to Model Ensemble

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

Atsushi Nitanda, Anzelle Lee, Damian Tan Xing Kai, Mizuki Sakaguchi, Taiji Suzuki

Topics

Machine Learning > Optimization & Theory > Neural Network Optimization Deep Learning > Optimization & Theory > Optimization

Keywords

approximation error particle approximation optimization complexity mean-field langevin dynamics propagation of chao regularization coefficient
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