The work AUC-based Selective Classification has been accepted at the International Conference on Artificial Intelligence and Statistics (AISTATS) 2023.
A huge thanks to my PhD supervisor Salvatore Ruggieri for his help. The work proposes a new selective classification method based on the Area Under the ROC Curve (AUC) metric. The method is model-agnostic and can be used with any classifier.
See you in Valencia for the conference!