Discovery and Separation of Features for Invariant Representation Learning

Ayush Jaiswal, Rob Brekelmans, Daniel Moyer +3

Supervised machine learning models often associate irrelevant nuisance factors with the prediction target, which hurts generalization. We propose a framework for training robust ne…