Credal Bayesian Deep Learning

Michele Caprio, Souradeep Dutta, Kuk Jin Jang +4

Uncertainty quantification and robustness to distribution shifts are important goals in machine learning and artificial intelligence. Although Bayesian Neural Networks (BNNs) allow…