Specification-Aware Predictive Uncertainty Decomposition

Roman Vashurin, Mikhail Seleznyov, Assel Yermekova +7

Classical decompositions of predictive uncertainty, such as the information-theoretic one, are defined for a fixed representation $x$ of the input object. They do not consider that…