Weighted Risk Invariance: Domain Generalization under Invariant Feature Shift

Gina Wong, Joshua Gleason, Rama Chellappa +2

Learning models whose predictions are invariant under multiple environments is a promising approach for out-of-distribution generalization. Such models are trained to extract featu…