Perturbation Sensitivity at Convergence: A Simple Signal for Identifying Spuriously Correlated Samples

Nilesh Kumar

Models trained by empirical risk minimization on data containing spurious correlations achieve high average accuracy while failing on subpopulations where the correlation does not…