| 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 -development M Carioni, J Fischer, A Schlömerkemper arXiv preprint arXiv:1811.09857, 2018 | 1 | 2018 |
Kristian BrediesUniversity of GrazVerified email at uni-graz.at
