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stat.ML2024
Conditional Diffusion Models Based Conditional Independence Testing
Yanfeng Yang, Shuai Li, Yingjie Zhang +4
Conditional independence (CI) testing is a fundamental task in modern statistics and machine learning. The conditional randomization test (CRT) was recently introduced to test whet…
stat.AP2024
Confidence interval estimation of mixed oil length with conditional diffusion model
Yanfeng Yang, Lihong Zhang, Ziqi Chen +2
Accurately estimating the mixed oil length plays a big role in the economic benefit for oil pipeline network. While various proposed methods have tried to predict the mixed oil len…