Emputation: Identification-Guided Neural Imputation Framework

Yanjiao Yang, Yikun Zhang, Xinwei Shen +1

We propose Emputation, a deep generative framework for learning imputation models. Emputation targets the extrapolation distribution of missing variables given observed variables,…