Zilverling

M. Carioni (Marcello)

Assistant Professor
EEMCS-AM-MIA
Zilverling 3010
m.c.carioni@utwente.nl
+31534898407
Business card

Expertise

  • Mathematics

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

  • Computer Science

    • Minimal Network
    • Sparse Representation

Organisations

Marcello Carioni is an Assistant Professor in the Mathematics of Imaging and AIĀ group inĀ SACSĀ in theĀ Department of Applied MathematicsĀ at the University of Twente.

More information about research and opportunities can be found at https://marcellocarioni.github.io/

Publications

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.202400156A sparse optimization approach to infinite infimal convolution regularization (2024)Numerische Mathematik (E-pub ahead of print/First online). Bredies, K., Carioni, M., Holler, M., Korolev, Y. & Schönlieb, C. B.https://doi.org/10.1007/s00211-024-01439-2A Lipschitz spaces view of infinitely wide shallow neural networks (2024)[Working paper › Preprint]. ArXiv.org. Bartolucci, F., Carioni, M., Iglesias, J. A., Korolev, Y., Naldi, E. & Vigogna, S.https://doi.org/10.48550/arXiv.2410.14591Exact Sparse Representation Recovery in Signal Demixing and Group BLASSO (2024)[Working paper › Preprint]. Carioni, M. & Grande, L. D.https://doi.org/10.48550/arXiv.2406.09922Asymptotic 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 Kantorovichā€“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.2311.08072

Research profiles

Address

University of Twente

Zilverling (building no. 11), room 3010
Hallenweg 19
7522 NH Enschede
Netherlands

Navigate to location

Organisations

Scan the QR code or
Download vCard