Risk-aware Classification via Uncertainty Quantification

Murat Sensoy, Lance M. Kaplan, Simon Julier +2

Autonomous and semi-autonomous systems are using deep learning models to improve decision-making. However, deep classifiers can be overly confident in their incorrect predictions,…