Nonparametric Uncertainty Quantification for Single Deterministic Neural Network

Nikita Kotelevskii, Aleksandr Artemenkov, Kirill Fedyanin +6

This paper proposes a fast and scalable method for uncertainty quantification of machine learning models' predictions. First, we show the principled way to measure the uncertainty…