A Survey on Uncertainty Quantification Methods for Deep Learning

Wenchong He, Zhe Jiang, Tingsong Xiao +2

Deep neural networks (DNNs) have achieved tremendous success in computer vision, natural language processing, and scientific and engineering domains. However, DNNs can make unexpec…