no code implementations • 8 Nov 2022 • Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
We propose Motif-Guided Counterfactual Explanation (MG-CF), a novel model that generates intuitive post-hoc counterfactual explanations that make full use of important motifs to provide interpretive information in decision-making processes.