Out of Spuriousity: Improving Robustness to Spurious Correlations without Group Annotations

Phuong Quynh Le, Jörg Schlötterer, Christin Seifert

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 lea…