CRPS-Optimal Binning for Univariate Conformal Regression
arXiv:2603.22000v2 Announce Type: replace-cross
Abstract: We propose a method for non-parametric conditional distribution estimation based on partitioning covariate-sorted observations into contiguous bins and using the within-bin empirical CDF as the…