Learn to Accumulate Evidence from All Training Samples: Theory and Practice

Deep Pandey, Qi Yu

Evidential deep learning, built upon belief theory and subjective logic, offers a principled and computationally efficient way to turn a deterministic neural network uncertainty-aw…