AI RESEARCH

Skew-adaptive conformal prediction

arXiv CS.LG

ArXi:2605.16145v1 Announce Type: cross We develop a skew-adaptive extension of split conformal prediction for regression. The method starts from an asymmetric interval family centered at a point prediction and uses the gauge approach to deduce the conformity score induced by this family. The inverse hyperbolic sine transform of signed scaled residuals provides the