Research
My current research focuses on infinite-dimensional optimization, but I am generally interested in every aspect of Calculus of Variations.
Publications
UT Research Information System
Projects
SPOT: Sparsity Promoting Optimal Transport regularization for superresolution and data-driven models
In this project, we plan to study the properties of solutions of sparsity promoting models. In particular, we will focus on static and dynamic models regularized with Optimal Transport energies, with the goal of understanding the superresolution properties of Inverse Problems in the presence of noise. We will then apply the developed theory to analyze the dynamics and improve the training of Machine Learning models.
Contact Details
Visiting Address
University of Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling
(building no. 11), room 2055
Hallenweg 19
7522NH Enschede
The Netherlands
Mailing Address
University of Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling
2055
P.O. Box 217
7500 AE Enschede
The Netherlands