The overarching goal of the ELLIS unit Genoa is to promote synergies between core machine learning research on theory and algorithms, and specific application areas of science and engineering, particularly robotics, natural intelligence and health informatics. The unit leverages expertise on these topics at the Italian Institute of Technology and the University of Genoa.