PI3NN: Out-of-distribution-aware prediction intervals from three neural networks

Siyan Liu, Pei Zhang, Dan Lu +1

We propose a novel prediction interval (PI) method for uncertainty quantification, which addresses three major issues with the state-of-the-art PI methods. First, existing PI metho…