Generalized Regularized Evidential Deep Learning Models: Theory and Comprehensive Evaluation
{{output}}
Evidential deep learning (EDL) models, based on Subjective Logic, introduce a principled and computationally efficient way to make deterministic neural networks uncertainty-aware. The resulting evidential models can quantify fine-grained uncertainty using lear... ...
