Zilverling

M. Carioni (Marcello)

Universitair docent
EEMCS-AM-MIA
Zilverling 2120
m.c.carioni@utwente.nl
+31534898407
Visitekaartje

Expertises

  • Mathematics

    • Regularization
    • Conditionals
    • Optimal Transport
    • Extremal Point
    • Extreme Points
    • Total Variation
    • Banach Space
    • Seminorm

Organisaties

Publicaties

2026

A Lipschitz spaces view of infinitely wide shallow neural networks (2026)SIAM journal on mathematical analysis, 58(3), 2786-2828. Bartolucci, F., Carioni, M., Iglesias, J. A., Korolev, Y., Naldi, E. & Vigogna, S.https://doi.org/10.1137/24M1718615A general theory for exact sparse representation recovery in convex optimization (2026)Information and Inference, 15(2). Carioni, M. & Del Grande, L.https://doi.org/10.1093/imaiai/iaag017A Dual Certificate Approach to Sparsity in Infinite-Width Shallow Neural Networks (2026)[Working paper › Preprint]. ArXiv.org. Grande, L. D., Brune, C. & Carioni, M.Dynamic Optimal Transport with Optimal Star‐Shaped Graphs (2026)Proceedings in Applied Mathematics and Mechanics, 26(1). Article e70076. Carioni, M., Krautz, J. & Pietschmann, J.https://doi.org/10.1002/pamm.70076Nonlocal perimeters and variations: Extremality and decomposability for finite and infinite horizons (2026)Calculus of Variations and Partial Differential Equations, 65(2). Article 39. Carioni, M., Del Grande, L., Iglesias, J. A. & Schönberger, H.https://doi.org/10.1007/s00526-025-03205-0

2025

Nonlocal perimeters and variations: Extremality and decomposability for finite and infinite horizons (2025)[Working paper › Preprint]. Carioni, M., Grande, L. D., Iglesias, J. A. & Schönberger, H.Sparsity for dynamic inverse problems on Wasserstein curves with bounded variation (2025)Inverse problems, 41(11), 115018. Carioni, M. & Lohmann, J.https://doi.org/10.1088/1361-6420/ae16ccAn invertible generative model for forward and inverse problems (2025)[Working paper › Preprint]. ArXiv.org. van Leeuwen, T., Brune, C. & Carioni, M.https://doi.org/10.48550/arXiv.2509.03910Dynamic Optimal Transport with optimal star shaped graphs (2025)[Working paper › Preprint]. ArXiv.org. Carioni, M., Krautz, J. & Pietschmann, J.-F.https://doi.org/10.48550/arXiv.2506.15007Perturbation-Aware Distributionally Robust Optimization for Inverse Problems (2025)In Scale Space and Variational Methods in Computer Vision: 10th International Conference, SSVM 2025, Dartington, UK, May 18–22, 2025, Proceedings, Part II (pp. 109-122) (Lecture Notes in Computer Science; Vol. 15668 LNCS). Springer. van Maarschalkerwaart, F., Mukherjee, S., Sabaté Landman, M., Brune, C. & Carioni, M.https://doi.org/10.1007/978-3-031-92369-2_9

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