Luben Miguel Cruz Cabezas

Epistemic Uncertainty in Conformal Scores: A Unified Approach

Conformal prediction methods create prediction bands with distribution-free guarantees but do not explicitly capture epistemic uncertainty, which can lead to overconfident predictions in data-sparse regions. Although recent conformal scores have been developed to address this limitation, they are ty