Uncertainty Quantification in Deep Residual Neural Networks

Lukasz Wandzik, Raul Vicente Garcia, Jörg Krüger

Uncertainty quantification is an important and challenging problem in deep learning. Previous methods rely on dropout layers which are not present in modern deep architectures or b…