Multi-Loss Sub-Ensembles for Accurate Classification with Uncertainty Estimation

Omer Achrack, Raizy Kellerman, Ouriel Barzilay

Deep neural networks (DNNs) have made a revolution in numerous fields during the last decade. However, in tasks with high safety requirements, such as medical or autonomous driving…