Expertise
Computer Science
- Convex Optimization
- Sparse Representation
- Total Variation
- Linear Independence
Mathematics
- Extreme Points
- Hilbert Space
- Nondegeneracy
- Measures
Organisations
My current research focuses on infinite-dimensional optimization, but I am generally interested in every aspect of Calculus of Variations.
Publications
2024
2023
Research profiles
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.
Address
University of Twente
Zilverling (building no. 11), room 2055
Hallenweg 19
7522 NH Enschede
Netherlands
University of Twente
Zilverling 2055
P.O. Box 217
7500 AE Enschede
Netherlands
Organisations
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