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
82 2016 Sinkhorn autoencoders G Patrini, R van den Berg, P Forre, M Carioni, S Bhargav, M Welling, ...
Uncertainty in Artificial Intelligence, 733-743, 2020
35 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
29 2020 Calibrations for minimal networks in a covering space setting M Carioni, A Pluda
ESAIM: Control, Optimisation and Calculus of Variations 26, 40, 2020
7 2020 On different notions of calibrations for minimal partitions and minimal networks in ℝ2 M Carioni, A Pluda
Advances in Calculus of Variations, 2019
4 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
3 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
2 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
1 2020 Calibrations in families for minimal networks M Carioni, A Pluda
PAMM 18 (1), e201800085, 2018
1 2018 External forces in the continuum limit of discrete systems with non-convex interaction potentials: Compactness for a M Carioni, J Fischer, A Schlömerkemper
arXiv preprint arXiv:1811.09857, 2018
1 2018 A discrete coarea-type formula for the Mumford-Shah functional in dimension one M Carioni
arXiv preprint arXiv:1610.01846 3, 2016
1 2016 End-to-end reconstruction meets data-driven regularization for inverse problems S Mukherjee, M Carioni, O Öktem, CB Schönlieb
arXiv preprint arXiv:2106.03538, 2021
2021 CAFLOW: Conditional Autoregressive Flows G Batzolis, M Carioni, C Etmann, S Afyouni, Z Kourtzi, CB Schönlieb
arXiv preprint arXiv:2106.02531, 2021
2021 The oriented mailing problem and its convex relaxation M Carioni, A Marchese, A Massaccesi, A Pluda, R Tione
Nonlinear Analysis 199, 112035, 2020
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
2019 On different notions of calibrations for minimal partitions and minimal networks in M Carioni, A Pluda
arXiv preprint arXiv:1805.11397, 2018
2018 A Convex Decomposition Formula for the Mumford-Shah Functional in Dimension One M Carioni
Journal of Convex Analysis 25 (4), 1197-1221, 2018
2018 Long time behaviour for the reinitialization of the distance function M Carioni
arXiv preprint arXiv:1711.01956, 2017
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
