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Marcello Carioni
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Cited by
Cited by
Year
Loss factorization, weakly supervised learning and label noise robustness
G Patrini, F Nielsen, R Nock, M Carioni
International conference on machine learning, 708-717, 2016
1342016
Sinkhorn autoencoders
G Patrini, R Van den Berg, P Forre, M Carioni, S Bhargav, M Welling, ...
Uncertainty in Artificial Intelligence, 733-743, 2020
1132020
Sparsity of solutions for variational inverse problems with finite-dimensional data
K Bredies, M Carioni
Calculus of Variations and Partial Differential Equations 59 (1), 14, 2020
782020
End-to-end reconstruction meets data-driven regularization for inverse problems
S Mukherjee, M Carioni, O Öktem, CB Schönlieb
Advances in Neural Information Processing Systems 34, 21413-21425, 2021
382021
A generalized conditional gradient method for dynamic inverse problems with optimal transport regularization
K Bredies, M Carioni, S Fanzon, F Romero
Foundations of Computational Mathematics 23 (3), 833-898, 2023
282023
On the extremal points of the ball of the Benamou–Brenier energy
K Bredies, M Carioni, S Fanzon, F Romero
Bulletin of the London Mathematical Society 53 (5), 1436-1452, 2021
222021
Asymptotic linear convergence of fully-corrective generalized conditional gradient methods
K Bredies, M Carioni, S Fanzon, D Walter
Mathematical Programming 205 (1), 135-202, 2024
15*2024
A superposition principle for the inhomogeneous continuity equation with Hellinger–Kantorovich-regular coefficients
K Bredies, M Carioni, S Fanzon
Communications in Partial Differential Equations 47 (10), 2023-2069, 2022
142022
On different notions of calibrations for minimal partitions and minimal networks in ℝ2
M Carioni, A Pluda
Advances in Calculus of Variations 14 (3), 401-417, 2021
102021
Calibrations for minimal networks in a covering space setting
M Carioni, A Pluda
ESAIM: Control, Optimisation and Calculus of Variations 26, 40, 2020
102020
Extremal Points and Sparse Optimization for Generalized Kantorovich–Rubinstein Norms
M Carioni, JA Iglesias, D Walter
Foundations of Computational Mathematics, 1-42, 2023
82023
Implicit neural representations for unsupervised super-resolution and denoising of 4D flow MRI
S Saitta, M Carioni, S Mukherjee, CB Schönlieb, A Redaelli
Computer Methods and Programs in Biomedicine 246, 108057, 2024
32024
Regularization graphs—a unified framework for variational regularization of inverse problems
K Bredies, M Carioni, M Holler
Inverse Problems 38 (10), 105006, 2022
22022
CAFLOW: conditional autoregressive flows
G Batzolis, M Carioni, C Etmann, S Afyouni, Z Kourtzi, CB Schönlieb
arXiv preprint arXiv:2106.02531, 2021
22021
Unsupervised approaches based on optimal transport and convex analysis for inverse problems in imaging
M Carioni, S Mukherjee, HY Tan, J Tang
arXiv preprint arXiv:2311.08972, 2023
12023
A general theory for exact sparse representation recovery in convex optimization
M Carioni, L Del Grande
arXiv preprint arXiv:2311.08072, 2023
12023
A sparse optimization approach to infinite infimal convolution regularization
K Bredies, M Carioni, M Holler, Y Korolev, CB Schönlieb
arXiv preprint arXiv:2304.08628, 2023
12023
The oriented mailing problem and its convex relaxation
M Carioni, A Marchese, A Massaccesi, A Pluda, R Tione
Nonlinear Analysis 199, 112035, 2020
12020
Calibrations in families for minimal networks
M Carioni, A Pluda
PAMM 18 (1), e201800085, 2018
12018
External forces in the continuum limit of discrete systems with non-convex interaction potentials: Compactness for a -development
M Carioni, J Fischer, A Schlömerkemper
arXiv preprint arXiv:1811.09857, 2018
12018
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