I would like to share with you an upcoming AI4I IAS seminar that will take place on November 19, 2026, from 4:00 to 6:00 pm CET, at OGR Torino (Mezzanino) and online via webinar.

A shallow story about sustainable AI

Lorenzo Rosasco — Professor, University of Genova & Principal Investigator, IIT

The seminar will explore when large, deep neural networks are truly necessary and how classical machine-learning approaches, including kernel methods and combinations with pretrained networks, can offer efficient and accurate alternatives with lower computational costs and strong theoretical guarantees. It will also discuss when and why depth matters for high-dimensional problems.

Best,