Lightning UQ Box: A Comprehensive Framework for Uncertainty Quantification in Deep Learning

Nils Lehmann, Jakob Gawlikowski, Adam J. Stewart +4

Uncertainty quantification (UQ) is an essential tool for applying deep neural networks (DNNs) to real world tasks, as it attaches a degree of confidence to DNN outputs. However, de…