PAC Prediction Sets Under Label Shift

Wenwen Si, Sangdon Park, Insup Lee +2

Prediction sets capture uncertainty by predicting sets of labels rather than individual labels, enabling downstream decisions to conservatively account for all plausible outcomes.…