Impossible Explanations?
Ronan Hamon, H. Junklewitz, Gianclaudio Malgieri, Paul De Hert, Laurent Beslay, Ignacio Sanchez · 2021
Can we achieve an adequate level of explanation for complex machine learning models in high-risk AI applications when applying the EU data protection framework? In this article, we address this question, analysing from a multidisciplinary point of view the connection between existing legal requirements for the explainability of AI systems and the current state of the art in the field of explainable AI.