On how to avoid exacerbating spurious correlations when models are overparameterized

Tina Behnia, Ke Wang, Christos Thrampoulidis

Overparameterized models fail to generalize well in the presence of data imbalance even when combined with traditional techniques for mitigating imbalances. This paper focuses on i…