Mixture Proportion Estimation and Weakly-supervised Kernel Test for Conditional Independence

Yushi Hirose, Akito Narahara, Takafumi Kanamori

Mixture proportion estimation (MPE) aims to estimate class priors from unlabeled data. This task is a critical component in weakly supervised learning, such as PU learning, learnin…