M. Carioni (Marcello)

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

  • Mathematics

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

  • Computer Science

    • Minimal Network

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
Exact Sparse Representation Recovery in Signal Demixing and Group BLASSO. Carioni, M. & Grande, L. D.https://doi.org/10.48550/arXiv.2406.09922Implicit neural representations for unsupervised super-resolution and denoising of 4D flow MRI, 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 (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. 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. ArXiv.org. Carioni, M. & Grande, L. D.https://doi.org/10.48550/arXiv.2311.08072Asymptotic linear convergence of fully-corrective generalized conditional gradient methods (E-pub ahead of print/First online). Bredies, K., Carioni, M., Fanzon, S. & Walter, D.https://doi.org/10.1007/s10107-023-01975-zA Generalized Conditional Gradient Method for Dynamic Inverse Problems with Optimal Transport Regularization, 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. 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. ArXiv.org. Saitta, S., Carioni, M., Mukherjee, S., Schönlieb, C.-B. & Redaelli, A.https://doi.org/10.48550/arXiv.2302.12835External Forces in the Continuum Limit of Discrete Systems with Non-Convex Interaction Potentials: Compactness for a Ī“-Development, 217-247. Carioni, M., Fischer, J. & Schlömerkemper, A.https://www.heldermann.de/JCA/JCA30/JCA301/jca30013.htm

Research profiles

Address

University of Twente

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

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