Daheen Kim

KSP: Kolmogorov-Smirnov metric-based Post-Hoc Calibration for Survival Analysis

We propose a new calibration method for survival models based on the Kolmogorov–Smirnov (KS) metric. Existing approaches—including conformal prediction, D-calibration, and Kaplan–Meier (KM)-based methods—often rely on heuristic binning or additional nonparametric estimators, which undermine their ad…