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
138 2016 Sinkhorn autoencoders G Patrini, R Van den Berg, P Forre, M Carioni, S Bhargav, M Welling, ...
Uncertainty in Artificial Intelligence, 733-743, 2020
115 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), 14, 2020
81 2020 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
41 2021 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
31 2023 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
23 2021 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
18 * 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
15 2022 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
10 2021 Calibrations for minimal networks in a covering space setting M Carioni, A Pluda
ESAIM: Control, Optimisation and Calculus of Variations 26, 40, 2020
10 2020 Extremal Points and Sparse Optimization for Generalized Kantorovich–Rubinstein Norms M Carioni, JA Iglesias, D Walter
Foundations of Computational Mathematics, 1-42, 2023
9 2023 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
7 2024 Regularization graphs—a unified framework for variational regularization of inverse problems K Bredies, M Carioni, M Holler
Inverse Problems 38 (10), 105006, 2022
3 2022 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
2 2023 A general theory for exact sparse representation recovery in convex optimization M Carioni, L Del Grande
arXiv preprint arXiv:2311.08072, 2023
2 2023 CAFLOW: conditional autoregressive flows G Batzolis, M Carioni, C Etmann, S Afyouni, Z Kourtzi, CB Schönlieb
arXiv preprint arXiv:2106.02531, 2021
2 2021 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
1 2023 The oriented mailing problem and its convex relaxation M Carioni, A Marchese, A Massaccesi, A Pluda, R Tione
Nonlinear Analysis 199, 112035, 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 
Kristian BrediesUniversity of GrazEmail verificata su uni-graz.at
