Early Exit Ensembles for Uncertainty Quantification

Lorena Qendro, Alexander Campbell, Pietro Liò, Cecilia Mascolo

Abstract: Deep learning is increasingly used for decision-making in health applications. However, commonly used deep learning models are deterministic and are unable to provide any estimate of predictive unc...