Propagation of~Interval Belief Structures and~Imprecise Copulas for~Neural Network Verification

Francesc Pifarre-Esquerda, Eric Goubault, Sylvie Putot

Quantitative verification of neural networks requires reasoning about probabilities under substantial uncertainty in both input distributions and their dependence structure. In rea…