A Locally Adaptive Shrinkage Approach to False Selection Rate Control in High-Dimensional Classification

Bowen Gang, Yuantao Shi, Wenguang Sun

The uncertainty quantification and error control of classifiers are crucial in many high-consequence decision-making scenarios. We propose a selective classification framework that…