Unraveling the Key Components of OOD Generalization via Diversification

Harold Benoit, Liangze Jiang, Andrei Atanov +3

Supervised learning datasets may contain multiple cues that explain the training set equally well, i.e., learning any of them would lead to the correct predictions on the training…