I am an Assistant Professor at the University of Twente in the Mathematics of Imaging & AI group (MIA) and in the SACS group.
News:
- 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
- Jun 2025: I gave a talk at NDNS+ workshop at University of Twente titled: “Dynamic variational problems with Optimal Transport regularization”
- 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”
Upcoming events:
- Sep 22 - Sep 26: I will give talk at “Conference on Mathematics of Machine Learning 2025” in Hamburg
- Oct 2: I will give an online talk at “Math Machine Learning seminar MPI MIS + UCLA”
- 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