Benoît Macq

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 guarantee is not an attainable goal, a well known fact in conformal predictions literature. As a re…Read more