Variational Inference for Discriminative Learning with Generative Modeling of Feature Incompletion

Kohei Miyaguchi, Takayuki Katsuki, Akira Koseki, Toshiya Iwamori

Abstract: We are concerned with the problem of distributional prediction with incomplete features: The goal is to estimate the distribution of target variables given feature vectors with some of the elements...