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

arXiv:2411.17983v2 Announce Type: replace-cross Abstract: 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 from a pool of unlabeled