Marcello Carioni
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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
Sinkhorn autoencoders
G Patrini, R van den Berg, P Forre, M Carioni, S Bhargav, M Welling, ...
Uncertainty in Artificial Intelligence, 733-743, 2020
Sparsity of solutions for variational inverse problems with finite-dimensional data
K Bredies, M Carioni
Calculus of Variations and Partial Differential Equations 59 (1), 1-26, 2020
Calibrations for minimal networks in a covering space setting
M Carioni, A Pluda
arXiv preprint arXiv:1707.01448, 2017
On different notions of calibrations for minimal partitions and minimal networks in ℝ2
M Carioni, A Pluda
Advances in Calculus of Variations 1 (ahead-of-print), 2019
On the extremal points of the ball of the Benamou-Brenier energy
K Bredies, M Carioni, S Fanzon, F Romero
arXiv preprint arXiv:1907.11589, 2019
A generalized conditional gradient method for dynamic inverse problems with optimal transport regularization
K Bredies, M Carioni, S Fanzon, F Romero
arXiv preprint arXiv:2012.11706, 2020
A superposition principle for the inhomogeneous continuity equation with Hellinger-Kantorovich-regular coefficients
K Bredies, M Carioni, S Fanzon
arXiv preprint arXiv:2007.06964, 2020
Calibrations in families for minimal networks
M Carioni, A Pluda
PAMM 18 (1), e201800085, 2018
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
A discrete coarea-type formula for the Mumford-Shah functional in dimension one
M Carioni
arXiv preprint arXiv:1610.01846 3, 2016
The oriented mailing problem and its convex relaxation
M Carioni, A Marchese, A Massaccesi, A Pluda, R Tione
Nonlinear Analysis 199, 112035, 2020
Lossy data compressor for vehicle control systems
M Carioni, G Patrini, M Welling, P Forré, T Genewein
US Patent App. 16/420,440, 2019
On different notions of calibrations for minimal partitions and minimal networks in
M Carioni, A Pluda
arXiv preprint arXiv:1805.11397, 2018
A Convex Decomposition Formula for the Mumford-Shah Functional in Dimension One
M Carioni
Journal of Convex Analysis 25 (4), 1197-1221, 2018
Long time behaviour for the reinitialization of the distance function
M Carioni
arXiv preprint arXiv:1711.01956, 2017
Existence of Calibrations for the Mumford-Shah Functional and the Reinitialization of the Distance Function in the Framework of Chan and Vese Algorithms
M Carioni
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