Discovering Latent Groups for Robust Classification

Ankur Garg, Ulrich Aïvodji, Samira Ebrahimi Kahou +1

Machine learning models exploit spurious correlations, achieving high average accuracy but failing disproportionately on underrepresented subgroups. Existing methods address this b…