Localized Conformal Prediction for Image Classification with Vision-Language Models

Clément Fuchs, Tim Bary, Benoît Macq

Conformal predictions have attracted significant attention in the field of uncertainty quantification, mainly because of their strong marginal coverage guarantees. Full conditional…