Zilverling

M. Carioni (Marcello)

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

Expertises

  • Mathematics

    • Regularization
    • Conditionals
    • Extremal Point
    • Continuity Equation
    • Partition

  • Computer Science

    • Inverse Problem
    • Optimization Problem
    • Minimal Network

Organisaties

Publicaties

2025

Sparsity for dynamic inverse problems on Wasserstein curves with bounded variation (2025)Inverse problems, 41(11), 115018 (E-pub ahead of print/First online). 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.2509.03910Perturbation-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 (E-pub ahead of print/First online). van Maarschalkerwaart, F., Mukherjee, S., Sabaté Landman, M., Brune, C. & Carioni, M.https://doi.org/10.1007/978-3-031-92369-2_9Sparsity for dynamic inverse problems on Wasserstein curves with bounded variation (2025)[Working paper › Preprint]. ArXiv.org. Carioni, M. & Lohmann, J.https://doi.org/10.48550/arXiv.2505.07314Perturbation-Aware Distributionally Robust Optimization for Inverse Problems (2025)[Working paper › Preprint]. ArXiv.org (Submitted). van Maarschalkerwaart, F., Mukherjee, S., Sabaté Landman, M., Brune, C. & Carioni, M.https://doi.org/10.48550/arXiv.2503.04646Nonlocal perimeters and variations: Extremality and decomposability for finite and infinite horizons (2025)[Working paper › Preprint]. ArXiv.org. Carioni, M., Grande, L. D., Iglesias, J. A. & Schönberger, H.https://doi.org/10.48550/arXiv.2502.05149A sparse optimization approach to infinite infimal convolution regularization (2025)Numerische Mathematik, 157(1), 41-96. Bredies, K., Carioni, M., Holler, M., Korolev, Y. & Schönlieb, C. B.https://doi.org/10.1007/s00211-024-01439-2Extremal Points and Sparse Optimization for Generalized Kantorovich–Rubinstein Norms (2025)Foundations of Computational Mathematics, 25(1), 103-144. Carioni, M., Iglesias, J. A. & Walter, D.https://doi.org/10.1007/s10208-023-09634-7

2024

CAFLOW: Conditional autoregressive flows (2024)Foundations of Data Science, 6(4), 553-583. Batzolis, G., Carioni, M., Etmann, C., Afyouni, S., Kourtzi, Z. & Schönlieb, C. B.https://doi.org/10.3934/fods.2024028Exact sparse representation recovery in signal demixing and group BLASSO (2024)Proceedings in Applied Mathematics and Mechanics. Carioni, M. & Grande, L. D.https://doi.org/10.1002/pamm.202400156

Onderzoeksprofielen

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