An Exploratory Study of AI System Risk Assessment from the Lens of Data Distribution and Uncertainty

Zhijie Wang, Yuheng Huang, Lei Ma +3

Deep learning (DL) has become a driving force and has been widely adopted in many domains and applications with competitive performance. In practice, to solve the nontrivial and co…