Optimized Conformal Selection: Powerful Selective Inference After Data-Dependent Score Construction

Tian Bai, Ying Jin

We study data-driven score construction in conformal selection, which uses conformal p-values and multiple testing to select "interesting" instances with large unobserved labels fr…