Information Aware Max-Norm Dirichlet Networks for Predictive Uncertainty Estimation

Theodoros Tsiligkaridis

Precise estimation of uncertainty in predictions for AI systems is a critical factor in ensuring trust and safety. Deep neural networks trained with a conventional method are prone…