Online Seminars on Artificial Intelligence and Mathematics,
22 Marzo ore 14:30

Online Seminars on Artificial Intelligence and Mathematics, 2023 EditionOrganizers: Italia De Feis and Flavio Lombardi (Cnr-Iac)https://www.aim.iac.cnr.it/home

What is Deep in Deep Learning?

Boris HaninPrinceton University

Mercoledì 22 Marzo 2023 – 14.30

Abstract:

Depth is key to the success of modern neural networks. Mathematically, however, it is not obvious why and when deeper is better.

This talk will survey several lines of work, spanning approximation theory, probability, statistical physics, and optimization, that have sought to answer such questions.

For more info about these seminars: https://www.aim.iac.cnr.it/homeSeminar activity partially supported by TAILOR, an EU-funded ICT-48 Network(GA 952215)