Marcello Carioni

19 papers A* 2A 1Journal 15Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Dual Certificate Approach to Sparsity in Infinite-Width Shallow Neural Networks. CoRR Leonardo Del Grande, Christoph Brune, Marcello Carioni
2025	J	`jnl`	A sparse optimization approach to infinite infimal convolution regularization. Numerische Mathematik Kristian Bredies, Marcello Carioni, Martin Holler, Yury Korolev, Carola-Bibiane Schönlieb
2025	J	`jnl`	An invertible generative model for forward and inverse problems. CoRR Tristan van Leeuwen, Christoph Brune, Marcello Carioni
2025	J	`jnl`	Extremal Points and Sparse Optimization for Generalized Kantorovich-Rubinstein Norms. Found. Comput. Math. Marcello Carioni, José A. Iglesias, Daniel Walter
2025	—	`conf`	Perturbation-Aware Distributionally Robust Optimization for Inverse Problems. SSVM (2) Floor van Maarschalkerwaart, Subhadip Mukherjee, Malena Sabaté Landman, Christoph Brune, Marcello Carioni
2024	J	`jnl`	A Lipschitz spaces view of infinitely wide shallow neural networks. CoRR Francesca Bartolucci, Marcello Carioni, José A. Iglesias, Yury Korolev, Emanuele Naldi, Stefano Vigogna
2024	J	`jnl`	Asymptotic linear convergence of fully-corrective generalized conditional gradient methods. Math. Program. Kristian Bredies, Marcello Carioni, Silvio Fanzon, Daniel Walter
2024	J	`jnl`	Implicit neural representations for unsupervised super-resolution and denoising of 4D flow MRI. Comput. Methods Programs Biomed. Simone Saitta, Marcello Carioni, Subhadip Mukherjee, Carola-Bibiane Schönlieb, Alberto Redaelli
2023	J	`jnl`	A Generalized Conditional Gradient Method for Dynamic Inverse Problems with Optimal Transport Regularization. Found. Comput. Math. Kristian Bredies, Marcello Carioni, Silvio Fanzon, Francisco Romero
2023	J	`jnl`	Implicit neural representations for unsupervised super-resolution and denoising of 4D flow MRI. CoRR Simone Saitta, Marcello Carioni, Subhadip Mukherjee, Carola-Bibiane Schönlieb, Alberto Redaelli
2023	J	`jnl`	Unsupervised approaches based on optimal transport and convex analysis for inverse problems in imaging. CoRR Marcello Carioni, Subhadip Mukherjee, Hong Ye Tan, Junqi Tang
2021	J	`jnl`	CAFLOW: Conditional Autoregressive Flows. CoRR Georgios Batzolis, Marcello Carioni, Christian Etmann, Soroosh Afyouni, Zoe Kourtzi, Carola-Bibiane Schönlieb
2021	A*	`conf`	End-to-end reconstruction meets data-driven regularization for inverse problems. NeurIPS Subhadip Mukherjee, Marcello Carioni, Ozan Öktem, Carola-Bibiane Schönlieb
2021	J	`jnl`	End-to-end reconstruction meets data-driven regularization for inverse problems. CoRR Subhadip Mukherjee, Marcello Carioni, Ozan Öktem, Carola-Bibiane Schönlieb
2020	J	`jnl`	A generalized conditional gradient method for dynamic inverse problems with optimal transport regularization. CoRR Kristian Bredies, Marcello Carioni, Silvio Fanzon, Francisco Romero
2019	A	`conf`	Sinkhorn AutoEncoders. UAI Giorgio Patrini, Rianne van den Berg, Patrick Forré, Marcello Carioni, Samarth Bhargav, Max Welling, Tim Genewein, Frank Nielsen
2018	J	`jnl`	Sinkhorn AutoEncoders. CoRR Giorgio Patrini, Marcello Carioni, Patrick Forré, Samarth Bhargav, Max Welling, Rianne van den Berg, Tim Genewein, Frank Nielsen
2016	A*	`conf`	Loss factorization, weakly supervised learning and label noise robustness. ICML Giorgio Patrini, Frank Nielsen, Richard Nock, Marcello Carioni
2016	J	`jnl`	Loss factorization, weakly supervised learning and label noise robustness. CoRR Giorgio Patrini, Frank Nielsen, Richard Nock, Marcello Carioni