The “Mathematical Foundations of AI” day, organized jointly by the DATAIA Institute and SCAI, aims to offer an overview of some promising research directions at the interface between statistical learning and AI. The mathematics of deep learning (approximation theory, stability/robustness analysis) and optimization for learning, or generative models will all be themes covered during this day.
The morning will be devoted to plenary presentations given by world-renowned researchers, while the afternoon will be an opportunity for young researchers to present their work via posters or short presentations.
See updated program here.
As part of this day, a call for contributions is launched for doctoral students. People wishing to present their work (15 minutes + 5 minutes of questions) are invited to contact the organizing committee (maths-ia@inria.fr) by email, with a title and a half-page summary before the September 20.