Orateur
Julien Girard-Satabin
(CEA)
Description
Explainable Artificial Intelligence (xAI) is a vibrant research field that aims to provide an insight on the decision taken by machine learning (ML) programs. The pervasiveness of AI in our societes pushed regulations (as the European AI Act) that demands transparency. We will present an overview of the field of Explainable AI, focusing on local explanations. We will present the various caveat identified by the literature, and some of our perspectives on xAI.
