Safety Performance of Neural Networks in the Presence of Covariate Shift

Chih-Hong Cheng, Harald Ruess, Konstantinos Theodorou

Covariate shift may impact the operational safety performance of neural networks. A re-evaluation of the safety performance, however, requires collecting new operational data and c…