Perturbation sensitivity at convergence identifies spuriously correlated samples without group annotations
Read the original at arxiv.org→arXiv:2608.05419v1 Announce Type: new Abstract: Models trained by empirical risk minimization on data containing spurious correlations achieve high average accuracy while failing on subpopulations where the...
Original headline: "Perturbation Sensitivity at Convergence: A Simple Signal for Identifying Spuriously Correlated Samples"
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- Aug 7, 04:00 UTC arXiv cs.LG lead source Perturbation Sensitivity at Convergence: A Simple Signal for Identifying Spuriously Correlated Samples