2 papers
cs.LG2025
Preserving AUC Fairness in Learning with Noisy Protected Groups
Mingyang Wu, Li Lin, Wenbin Zhang +3
The Area Under the ROC Curve (AUC) is a key metric for classification, especially under class imbalance, with growing research focus on optimizing AUC over accuracy in applications…
eess.IV2024
Robust COVID-19 Detection in CT Images with CLIP
Li Lin, Yamini Sri Krubha, Zhenhuan Yang +5
In the realm of medical imaging, particularly for COVID-19 detection, deep learning models face substantial challenges such as the necessity for extensive computational resources,…