Adapting Prediction Sets to Distribution Shifts Without Labels

Kevin Kasa, Zhiyu Zhang, Heng Yang +1

Recently there has been a surge of interest to deploy confidence set predictions rather than point predictions in machine learning. Unfortunately, the effectiveness of such predict…