20–24 Oct 2025
Palazzo del Castelletto
Europe/Rome timezone

Designing Structure-Preserving Deep Learning: Insights from Analysis

22 Oct 2025, 10:00
1h
Aula Dini (Palazzo del Castelletto)

Aula Dini

Palazzo del Castelletto

Via del Castelletto, 17/1, 56126 Pisa PI

Speaker

Carola Bibiane Schönlieb (University of Cambridge)

Description

I will discuss some of our recent works on structure-preserving deep learning for the design of neural networks with specific properties - such as non-expansiveness or 1-Lipschitz regularity - and their application to imaging and to the solution of partial differential equations.

Primary author

Carola Bibiane Schönlieb (University of Cambridge)

Presentation materials

There are no materials yet.