Minimum Volume Optimal Transport for Multivariate Conformal Prediction

Chuchen Zhang, Haojie Ren, Zhaojun Wang +2

Optimal transport (OT) enables multivariate conformal prediction (CP) to construct flexible prediction sets that reflect the underlying complex distributional geometry while retain…