Event
Bruno Despr茅s, Jacques-Louis Lions Laboratory
Thursday, May 19, 2022 16:00to17:00
Title: Neural Networks from the viewpoint of Numerical Analysis.
Abstract:聽The presentation will focus on the interplay between, on the one hand Neural Networks and Machine Learning which are emerging hot topics, and on the other hand Numerical Analysis which is now a classical topic. The Yarotsky theorem will be discussed together with a recent alternative to the polarisation formula (D.-Ancellin 19'). The stability of the Adam algorithm will be shown with a particular Lyapunov function. Discretization of transport equations for CFD will serve as an applicative illustration.