Variational Inference for Evidential Deep Learning

Jiawei Tang, Xinyan Du, Hui Liu +2

While Deep Neural Networks (DNNs) achieve remarkable performance, their tendency to produce overconfident predictions. Evidential Deep Learning (EDL) mitigates this by formulating…