Possibilistic Predictive Uncertainty for Deep Learning

Yao Ni, Jeremie Houssineau, Yew-Soon Ong +1

Deep neural networks achieve impressive results across diverse applications, yet their overconfidence on unseen inputs necessitates reliable epistemic uncertainty modeling. Existin…