arXiv stat.ML
· Papers
Isotonic Conformal Prediction
arXiv:2607.16675v1 Announce Type: new Abstract: A point prediction that is well calibrated on average can still be systematically biased conditional on its own value, undermining its use in downstream decision-making. We consider two objectives for reliable uncertainty quantification: self-calibration, requiring a poin