Counterfactual Explanations for Graph Classification Through the Lenses of Density

Carlo Abrate, Giulia Preti, Francesco Bonchi

Counterfactual examples have emerged as an effective approach to produce simple and understandable post-hoc explanations. In the context of graph classification, previous work has…