A Deep Generative Model for Semi-Supervised Classification with Noisy Labels

Maxime Langevin, Edouard Mehlman, Jeffrey Regier +3

Class labels are often imperfectly observed, due to mistakes and to genuine ambiguity among classes. We propose a new semi-supervised deep generative model that explicitly models n…