Do regularization methods for shortcut mitigation work as intended?

Haoyang Hong, Ioanna Papanikolaou, Sonali Parbhoo

Mitigating shortcuts, where models exploit spurious correlations in training data, remains a significant challenge for improving generalization. Regularization methods have been pr…