Semi-Supervised Conformal Prediction With Unlabeled Nonconformity Score

Xuanning Zhou, Zihao Shi, Hao Zeng +3

Conformal prediction (CP) is a powerful framework for uncertainty quantification, generating prediction sets with coverage guarantees. Split conformal prediction relies on labeled…