A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges

Moloud Abdar, Farhad Pourpanah, Sadiq Hussain +9

Uncertainty quantification (UQ) plays a pivotal role in reduction of uncertainties during both optimization and decision making processes. It can be applied to solve a variety of r…