Robust Flow-based Conformal Inference (FCI) with Statistical Guarantee

Youhui Ye, Meimei Liu, Xin Xing

Conformal prediction aims to determine precise levels of confidence in predictions for new objects using past experience. However, the commonly used exchangeable assumptions betwee…