Ensuring Dataset Quality for Machine Learning Certification

Sylvaine Picard, Camille Chapdelaine, Cyril Cappi +4

In this paper, we address the problem of dataset quality in the context of Machine Learning (ML)-based critical systems. We briefly analyse the applicability of some existing stand…