Enforcing Calibration in Multi-Output Probabilistic Regression with Pre-rank Regularization

Naomi Desobry, Elnura Zhalieva, Souhaib Ben Taieb

Probabilistic models must be well calibrated to support reliable decision-making. While calibration in single-output regression is well studied, defining and achieving multivariate…