Credal Deep Ensembles for Uncertainty Quantification

Neural Information Processing Systems 

This paper presents an innovative approach to classification tasks called Credal Deep Ensembles (CreDEs), ensembles of novel Credal-Set Neural Networks (CreNets), aiming to improve EU quantification in the framework of credal inference.

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