The Struggles of Feature-Based Explanations: Shapley Values vs. Minimal Sufficient Subsets

Oana-Maria Camburu, Eleonora Giunchiglia, Jakob Foerster +2

For neural models to garner widespread public trust and ensure fairness, we must have human-intelligible explanations for their predictions. Recently, an increasing number of works…