Provably Minimum-Length Conformal Prediction Sets for Ordinal Classification

Zijian Zhang, Xinyu Chen, Yuanjie Shi +3

Ordinal classification has been widely applied in many high-stakes applications, e.g., medical imaging and diagnosis, where reliable uncertainty quantification (UQ) is essential fo…