Multi-Variable Conformal Prediction: Optimizing Prediction Sets without Data Splitting
arXiv:2605.12341v1 Announce Type: new
Abstract: Conformal prediction constructs prediction sets with finite-sample coverage guarantees, but its calibration stage is structurally constrained to a scalar score function and a single threshold variable – …