Explainability through uncertainty: Trustworthy decision-making with neural networks

Arthur Thuy, Dries F. Benoit

Uncertainty is a key feature of any machine learning model and is particularly important in neural networks, which tend to be overconfident. This overconfidence is worrying under d…