Expertises
Mathematics
- Regularization
- Extremal Point
- Conditionals
- Continuity Equation
- Linear Convergence
- Partition
- Optimal Transport
Computer Science
- Minimal Network
Organisaties
Publicaties
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 Kantorovich–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 Γ-Development, 217-247. Carioni, M., Fischer, J. & Schlömerkemper, A.https://www.heldermann.de/JCA/JCA30/JCA301/jca30013.htm
Onderzoeksprofielen
Vakken collegejaar 2023/2024
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
- 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
Vakken collegejaar 2022/2023
- 202001190 - Intro. to Math. + Calculus 1A for TCS
- 202001197 - Calculus 1B for TCS
- 202001218 - Calculus 2 for ME
- 202001354 - Ordinary Differential Equations
- 202001379 - Bachelor's Assignment M12
- 202100326 - Optimal Transport & Machine Learning
- 202200143 - Analysis 1
- 202200237 - Analysis 2
- 202200242 - Differential Equations
Adres
Universiteit Twente
Zilverling (gebouwnr. 11), kamer 3010
Hallenweg 19
7522 NH Enschede
Universiteit Twente
Zilverling 3010
Postbus 217
7500 AE Enschede
Organisaties
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