Interval Deep Learning for Uncertainty Quantification in Safety Applications

David Betancourt, Rafi Muhanna

Deep neural networks (DNNs) are becoming more prevalent in important safety-critical applications, where reliability in the prediction is paramount. Despite their exceptional predi…