Zhang, Zhiyu

Adapting Prediction Sets to Distribution Shifts Without Labels

2024 · arXiv (Cornell University)

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 prediction sets is frequently impaired by distribution shifts in practice, …