Conformal Inference for Open-Set and Imbalanced Classification

Tianmin Xie, Yanfei Zhou, Ziyi Liang +2

This paper presents a conformal prediction method for classification in highly imbalanced and open-set settings, where there are many possible classes and not all may be represente…