Why do explanations fail? A typology and discussion on failures in XAI

Clara Bove, Thibault Laugel, Marie-Jeanne Lesot +2

As Machine Learning models achieve unprecedented levels of performance, the XAI domain aims at making these models understandable by presenting end-users with intelligible explanat…