Ioanna Papanikolaou

Do Regularization Methods for Shortcut Mitigation Work As Intended?

Mitigating shortcuts, where models exploit spurious correlations in training data, remains a significant challenge for improving generalization. Regularization methods have been proposed to address this issue by enhancing model generalizability. However, we demonstrate that these methods can sometim…