Co-optimization for Adaptive Conformal Prediction

Xiaoyi Su, Zhixin Zhou, Rui Luo

In regression, conformal prediction often suffers from inefficiency under heteroscedasticity and skewness due to fixed, non-adaptive interval centering. We propose CoCP, a new meth…