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: Eigenvalue Optimization

Stability of neural ODEs by a control over the expansivity of their flows

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

Cholesky-like Preconditioner for Hodge Laplacians via Heavy Collapsible Subcomplex

Anton Savostianov, Francesco Tudisco, Nicola Guglielmi
SIAM Journal on Matrix Analysis and Applications, (2024)
arxiv doi code

Quantifying the structural stability of simplicial homology

Nicola Guglielmi, Anton Savostianov, Francesco Tudisco
Journal of Scientific Computing, 97 (2023)
arxiv doi code

Contractivity of neural ODEs: an eigenvalue optimization problem

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