I am an Assistant Professor at the University of Twente in the Mathematics of Imaging & AI group (MIA) and in the MAGNUS group.
My research is supported by
- NWO VIDI grant (2025– ) : “SPARGO: Exploring and Exploiting the Geometric Landscape of Infinite-Dimensional Sparse Optimization”
- NWO M1 Open Competition grant (2024- ) : “Curve Ensemble Gradient Descent for Dynamic Problems”
News:
- Dec 2025: Our paper “A Lipschitz spaces view of infinitely wide shallow neural networks” has been accepted for publication in SIAM Mathematical Analysis
- Dec 2025: Our paper “Nonlocal perimeters and variations: Extremality and decomposability for finite and infinite horizons” has been accepted for publication in Calculus of Variations and Partial Differential Equations
- Oct 2025: Our paper “Sparsity for dynamic inverse problems on Wasserstein curves with bounded variation” has been accepted for publication in Inverse Problems
- Nov 2025: I have been awarded a Vidi grant from the NWO (Dutch Research Council). link
- Oct 2025: I gave an online talk at “Math Machine Learning seminar MPI MIS + UCLA” titled: “Exact sparse reconstruction and stability for infinite wide shallow neural networks”
Upcoming events:
- Nov 2025-Jan 2026: I will be a guest in Prof. Gabriele Steidl group at TU Berlin. Reach out if you want to discuss research!
- Feb 2026: I will give a talk in the “Workshop on Gradient Structures” at University of Augsburg
- Mar 2026: I will give a talk at GAMM 2026 in Stuttgart
- Apr 2026: I will give a talk at NMC 2026
- Jun 2026: I will give a talk at SIAM Optimization Conference 2026
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