Conformal Prediction Adaptive to Unknown Subpopulation Shifts

Nien-Shao Wang, Duygu Nur Yaldiz, Yavuz Faruk Bakman +1

Conformal prediction is widely used to equip black-box machine learning models with uncertainty quantification, offering formal coverage guarantees under exchangeable data. However…