Information-theoretic Analysis of Test Data Sensitivity in Uncertainty

Futoshi Futami, Tomoharu Iwata

Bayesian inference is often utilized for uncertainty quantification tasks. A recent analysis by Xu and Raginsky 2022 rigorously decomposed the predictive uncertainty in Bayesian in…