Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning

Gabriele Dominici, Pietro Barbiero, Mateo Espinosa Zarlenga +4

Causal opacity denotes the difficulty in understanding the "hidden" causal structure underlying the decisions of deep neural network (DNN) models. This leads to the inability to re…