On the Out-of-Distribution Coverage of Combining Split Conformal Prediction and Bayesian Deep Learning

Paul Scemama, Ariel Kapusta

Bayesian deep learning and conformal prediction are two methods that have been used to convey uncertainty and increase safety in machine learning systems. We focus on combining Bay…