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2025 ICML ICML 2025

From Uncertain to Safe: Conformal Adaptation of Diffusion Models for Safe PDE Control

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

Peiyan Hu, Xiaowei Qian, Wenhao Deng, Rui Wang, Haodong Feng, Ruiqi Feng, Tao Zhang, Long Wei, Yue Wang, Zhi-ming Ma, Tailin Wu

Topics

Machine Learning > Optimization & Theory > Bayesian Inference Machine Learning > Application Areas > Domain Adaptation Deep Learning > Models > Diffusion Models

Keywords

conformal prediction diffusion model safe control pde-constrained control iterative guidance uncertainty quantile
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