Online AUC Optimization Based on Second-order Surrogate Loss

JunRu Luo, Difei Cheng, Bo Zhang

The Area Under the Curve (AUC) is an important performance metric for classification tasks, particularly in class-imbalanced scenarios. However, minimizing the AUC presents signifi…