BayesNetCNN: incorporating uncertainty in neural networks for image-based classification tasks

Matteo Ferrante, Tommaso Boccato, Nicola Toschi

The willingness to trust predictions formulated by automatic algorithms is key in a vast number of domains. However, a vast number of deep architectures are only able to formulate…