Cumulative Meta-Learning from Active Learning Queries for Robustness to Spurious Correlations

Kin Whye Chew, Jingxian Wang

Spurious correlations in real-world datasets cause machine learning models to rely on irrelevant patterns, undermining reliability, generalization, and fairness. Active learning of…