Missing Data Imputation by Reducing Mutual Information with Rectified Flows

Jiahao Yu, Qizhen Ying, Leyang Wang +2

This paper introduces a novel iterative method for missing data imputation that sequentially reduces the mutual information between data and the corresponding missingness mask. Ins…