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

News:

• 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”
• Sep 2025: I gave a talk at “Conference on Mathematics of Machine Learning 2025”
• Sep 2025: New preprint “An invertible generative model for forward and inverse problems”
• Jul 2025: I gave a talk at ICCOPT 2025 (University of Southern California) titled: “Exact Sparse Representation Recovery for Convex Optimization Problems”
• Jul 2025: Many interesting talks at our minisymposium “Operator Learning and Functional Representation at IWOTA 2025”. Thanks to all participants!
• Jul 2025: Thanks to all participants of our CalcVarNL Workshop 2025! It was a pleasure to organize it

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
• 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