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
    • Optimal Transport
    • Partition

  • 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 (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 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.2311.08072A 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

Research profiles

Address

University of Twente

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

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