Learning What Not to Impute: An Uncertainty-Aware Diffusion Framework for Meaningful Missingness

Lixing Zhang, Yidong Ouyang, Weifu Li +3

Missing value imputation is a fundamental task in machine learning, with most existing methods assuming that all missing entries correspond to unobserved regular values. In many re…