Co-optimization for Adaptive Conformal Prediction

Xiaoyi Su, Zhixin Zhou, Rui Luo

Conformal prediction (CP) provides finite-sample, distribution-free marginal coverage, but standard conformal regression intervals can be inefficient under heteroscedasticity and s…