Super-Level-Set Regression: Conditional Quantiles via Volume Minimization
arXiv:2605.06210v1 Announce Type: new
Abstract: Constructing minimum-volume prediction regions that satisfy conditional coverage is a fundamental challenge in multivariate regression. Standard approaches rely on explicitly estimating the full conditio…