Online Seminars on Artificial Intelligence and Mathematics, 2023 Editionhttps://www.aim.iac.cnr.it/homeOrganizers: Italia De Feis and Flavio Lombardi (Cnr-Iac)
What is Deep in Deep Learning?
Boris Hanin Princeton University
Mercoledì 22 Marzo 2023 – 14.30
Link Youtube: https://www.youtube.com/watch?v=EC9oVJTTtgQ
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)