Wei-Yan Zhao

When does conformal calibration need censoring weights? Cause-of-failure prediction sets under competing risks

Split conformal prediction sets for competing-risks labels at a fixed horizon require calibration labels that right censoring can leave unobserved. Complete-case calibration guarantees coverage for the label-complete subpopulation, but its population coverage can deviate in either direction, even at the true class prob...