I am an Assistant Professor at the University of Twente in the Mathematics of Imaging & AI group (MIA) and in the SACS group.

News:

• May 2025: New preprint “Sparsity for dynamic inverse problems on Wasserstein curves with bounded variation”
• Apr 2025: I gave a talk at the GAMM 2025 titled: “Towards a superresolution theory for infinite-wide shallow neural networks”
• Apr 2025: New preprint “Dynamic Optimal Transport with Optimal Preferential Paths”
• Mar 2025: New preprint “Perturbation-Aware Distributionally Robust Optimization for Inverse Problems”
• Feb 2025: New preprint “Nonlocal perimeters and variations: Extremality and decomposability for finite and infinite horizons”
• Oct 2024: New preprint “A Lipschitz spaces view of infinitely wide shallow neural networks”
• Oct 2024: Our paper “A sparse optimization approach to infinite infimal convolution regularization” has been accepted for publication in Numerische Mathematik
• Oct 2024: Christian Amend joined us as a PhD student. Welcome!
• Sep 2024: Floor van Maarschalkerwaart joined us as a PhD student. Welcome!

Upcoming events:

• Jun 23 - Jun 24: I will give a talk at NDNS+ workshop at University of Twente
• Jul 7 - Jul 11: I will be organizing the CalcVarNL Workshop 2025 in Swalmen
• Jul 14 - Jul 18: I will be organizing the minisymposium “Operator Learning and Functional Representation” at IWOTA 2025 (University of Twente)
• Jul 20 - Jul 24: I will give talk at 2025 International Conference on Continuous Optimization (University of Southern California)
• Oct 2: I will give an online talk at “Math Machine Learning seminar MPI MIS + UCLA”

Contact information:

Address: University of Twente,
Faculty of Electrical Engineering, Mathematics and Computer Science,
Zilverling 3010,
P.O. Box 217,
7500 AE Enschede, The Netherlands

Email: m.c.carioni@utwente.nl