Uncertainty Estimation by Fisher Information-based Evidential Deep Learning

Danruo Deng, Guangyong Chen, Yang Yu, Furui Liu, Pheng-Ann Heng

Abstract: Uncertainty estimation is a key factor that makes deep learning reliable in practical applications. Recently proposed evidential neural networks explicitly account for different uncertainties by tr...