Evidential Deep Learning to Quantify Classification Uncertainty

Murat Sensoy, Lance Kaplan, Melih Kandemir

Deterministic neural nets have been shown to learn effective predictors on a wide range of machine learning problems. However, as the standard approach is to train the network to m…