Adaptive Conformal Inference by Particle Filtering under Hidden Markov Models

Xiaoyi Su, Zhixin Zhou, Rui Luo

Conformal inference is a statistical method used to construct prediction sets for point predictors, providing reliable uncertainty quantification with probability guarantees. This…