GLEAMS: Bridging the Gap Between Local and Global Explanations

Giorgio Visani, Vincenzo Stanzione, Damien Garreau

The explainability of machine learning algorithms is crucial, and numerous methods have emerged recently. Local, post-hoc methods assign an attribution score to each feature, indic…