Francesco Tudisco

Associate Professor (Reader) in Machine Learning

School of Mathematics, The University of Edinburgh
The Maxwell Institute for Mathematical Sciences
Alan Turing Institute | Bayes Centre | Gen AI Lab School of Mathematics, Gran Sasso Science Institute email: f dot tudisco at ed.ac.uk

Keyword: Neural ODEs

Approximation properties of neural ODEs

Arturo De Marinis, Davide Murari, Elena Celledoni, Nicola Guglielmi, Brynjulf Owren, Francesco Tudisco
preprint, (2025)
arxiv

Improving the robustness of neural ODEs with minimal weight perturbation

Arturo De Marinis, Nicola Guglielmi, Stefano Sicilia, Francesco Tudisco
preprint, (2025)
arxiv

Contractivity of neural ODEs: an eigenvalue optimization problem

Nicola Guglielmi, Arturo De Marinis, Anton Savostianov, Francesco Tudisco
Mathematics of Computation (In press), (2024)
arxiv doi