Theorem 1 shows that minimizing the corrupted risk R AUC-Corr (g) implies minimizing both the clean risk R AUC (g) and excessive terms.
since we only aim to minimize the clean risk, minimizing the corrupted risk may not effectively minimize the clean risk since excessive terms can be minimized instead and lead to overfitting.