Expertises
Mathematics
- Regularization
- Extremal Point
- Conditionals
- Continuity Equation
- Linear Convergence
- Partition
Computer Science
- Minimal Network
- Sparse Representation
Organisaties
Publicaties
2025
Nonlocal 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.202400156A 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
Unsupervised 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.2311.08972
Onderzoeksprofielen
Vakken collegejaar 2024/2025
Vakken in het huidig collegejaar worden toegevoegd op het moment dat zij definitief zijn in het Osiris systeem. Daarom kan het zijn dat de lijst nog niet compleet is voor het gehele collegejaar.
- 191508209 - Internship AM
- 191508309 - Final Project (combination)
- 191508409 - Final Project M-AM
- 202001187 - Intro. to Math. + Calculus 1A for BIT
- 202001202 - Linear Algebra for BIT
- 202100326 - Optimal Transport & Machine Learning
- 202200143 - Analysis 1
- 202200242 - Differential Equations
- 202300130 - Capita Selecta Applied Mathematics
- 202300157 - Modelling 3 - AM/TCS
- 202300183 - Analysis 1 - Abstract
- 202400669 - Capita Selecta Applied Mathematics 2
Vakken collegejaar 2023/2024
- 191508209 - Internship AM
- 200900030 - Onderzoek van Wiskunde
- 202001218 - Calculus 2 for ME
- 202001354 - Ordinary Differential Equations
- 202100326 - Optimal Transport & Machine Learning
- 202200143 - Analysis 1
- 202200147 - Calculus 2 for EE
- 202200237 - Analysis 2
- 202200242 - Differential Equations
- 202300130 - Capita Selecta Applied Mathematics
- 202300157 - Modelling 3 - AM/TCS
- 202300183 - Analysis 1 - Abstract
Adres

Universiteit Twente
Zilverling (gebouwnr. 11), kamer 3010
Hallenweg 19
7522 NH Enschede
Universiteit Twente
Zilverling 3010
Postbus 217
7500 AE Enschede