Fast Conformal Prediction using Conditional Interquantile Intervals

Naixin Guo, Rui Luo, Zhixin Zhou

We introduce Conformal Interquantile Regression (CIR), a conformal regression method that efficiently constructs near-minimal prediction intervals with guaranteed coverage. CIR lev…