Zilverling

M. Carioni (Marcello)

Universitair docent
EEMCS-AM-MIA
Zilverling 3010
m.c.carioni@utwente.nl
+31534898407
Visitekaartje

Expertises

  • Mathematics

    • Regularization
    • Extremal Point
    • Conditionals
    • Continuity Equation
    • Linear Convergence
    • Optimal Transport
    • Partition

  • Computer Science

    • Minimal Network

Organisaties

Publicaties

2024

Exact Sparse Representation Recovery in Signal Demixing and Group BLASSO (2024)[Working paper › Preprint]. Carioni, M. & Grande, L. D.https://doi.org/10.48550/arXiv.2406.09922CAFLOW: Conditional autoregressive flows (2024)Foundations of Data Science, 6(4), 553-583 (E-pub ahead of print/First online). Batzolis, G., Carioni, M., Etmann, C., Afyouni, S., Kourtzi, Z. & Schönlieb, C. B.https://doi.org/10.3934/fods.2024028Asymptotic linear convergence of fully-corrective generalized conditional gradient methods (2024)Mathematical programming, 205(1-2), 135-202. Bredies, K., Carioni, M., Fanzon, S. & Walter, D.https://doi.org/10.1007/s10107-023-01975-zImplicit neural representations for unsupervised super-resolution and denoising of 4D flow MRI (2024)Computer methods and programs in biomedicine, 246. Article 108057. Saitta, S., Carioni, M., Mukherjee, S., Schönlieb, C. B. & Redaelli, A.https://doi.org/10.1016/j.cmpb.2024.108057

2023

Extremal Points and Sparse Optimization for Generalized Kantorovich–Rubinstein Norms (2023)Foundations of Computational Mathematics (E-pub ahead of print/First online). Carioni, M., Iglesias, J. A. & Walter, D.https://doi.org/10.1007/s10208-023-09634-7Unsupervised approaches based on optimal transport and convex analysis for inverse problems in imaging (2023)[Working paper › Preprint]. ArXiv.org. Carioni, M., Mukherjee, S., Tan, H. Y. & Tang, J.https://doi.org/10.48550/arXiv.2311.08972A General Theory for Exact Sparse Representation Recovery in Convex Optimization (2023)[Working paper › Preprint]. ArXiv.org. Carioni, M. & Grande, L. D.https://doi.org/10.48550/arXiv.2311.08072A Generalized Conditional Gradient Method for Dynamic Inverse Problems with Optimal Transport Regularization (2023)Foundations of Computational Mathematics, 23(3), 833-898. Bredies, K., Carioni, M., Fanzon, S. & Romero, F.https://doi.org/10.1007/s10208-022-09561-zA sparse optimization approach to infinite infimal convolution regularization (2023)[Working paper › Preprint]. ArXiv.org. Bredies, K., Carioni, M., Holler, M., Korolev, Y. & Schönlieb, C.-B.https://doi.org/10.48550/arXiv.2304.08628Implicit neural representations for unsupervised super-resolution and denoising of 4D flow MRI (2023)[Working paper › Working paper]. ArXiv.org. Saitta, S., Carioni, M., Mukherjee, S., Schönlieb, C.-B. & Redaelli, A.https://doi.org/10.48550/arXiv.2302.12835

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