Testing the Robustness of AutoML Systems

Tuomas Halvari, Jukka K. Nurminen, Tommi Mikkonen

Automated machine learning (AutoML) systems aim at finding the best machine learning (ML) pipeline that automatically matches the task and data at hand. We investigate the robustne…