Dixian Zhu

Benchmarking Deep AUROC Optimization: Loss Functions and Algorithmic Choices

2022 · arXiv (Cornell University)

The area under the ROC curve (AUROC) has been vigorously applied for imbalanced classification and moreover combined with deep learning techniques. However, there is no existing work that provides sound information for peers to choose …