Out of Spuriousity: Improving Robustness to Spurious Correlations without Group Annotations
arXiv:2407.14974v2 Announce Type: replace-cross
Abstract: Machine learning models are known to learn spurious correlations, i.e., features having strong relations with class labels but no causal relation. Relying on those correlations leads to poor pe…