Tailored Uncertainty Estimation for Deep Learning Systems

Joachim Sicking, Maram Akila, Jan David Schneider +4

Uncertainty estimation bears the potential to make deep learning (DL) systems more reliable. Standard techniques for uncertainty estimation, however, come along with specific combi…