DiffImpute: Tabular Data Imputation with Denoising Diffusion Probabilistic Model

Yizhu Wen, Kai Yi, Jing Ke, Yiqing Shen
IEEE International Conference on Multimedia and Expo (ICME’24)

A denoising diffusion probabilistic model for imputing missing values in tabular data, with four tailored denoising backbones (MLP, ResNet, Transformer, U-Net).

[arXiv] [IEEE]