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2025 ICML ICML 2025

Chaos Meets Attention: Transformers for Large-Scale Dynamical Prediction

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.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Data Science & Analytics

Authors

Yi He, Yiming Yang, Xiaoyuan Cheng, Hai Wang, Xiao Xue, Boli Chen, Yukun Hu

Topics

Machine Learning > Optimization & Theory > Optimization Deep Learning > Architectures > Transformers Data Science & Analytics > Methods > Time Series

Keywords

optimal transport transformer lyapunov exponent chaotic system ergodicity von neumann mean ergodic theorem
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