Tag: conformity

Rectifying Conformity Scores for Better Conditional Coverage arXiv:2502.16336v1 Announce Type: new Abstract: We present a new method for generating confidence sets within the split conformal prediction framework. Our method performs a trainable transformation of any given conformity score to improve conditional coverage while ensuring exact marginal coverage. The transformation is based on an estimate of…