The Missing Invariance Principle Found -- the Reciprocal Twin of Invariant Risk Minimization

Dongsung Huh, Avinash Baidya

Machine learning models often generalize poorly to out-of-distribution (OOD) data as a result of relying on features that are spuriously correlated with the label during training.…