Matteo Santacesaria

According to our database, Matteo Santacesaria authored at least 17 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Compressed sensing for inverse problems II: applications to deconvolution, source recovery, and MRI.

Giovanni S. Alberti, Alessandro Felisi, Matteo Santacesaria, S. Ivan Trapasso

CoRR, January, 2025

2024

Guest Editorial JMIV Special Issue SSVM'23.

Luca Calatroni, Marco Donatelli, Serena Morigi, Marco Prato, Matteo Santacesaria

J. Math. Imaging Vis., August, 2024

Localization of Point Scatterers via Sparse Optimization on Measures.

Giovanni S. Alberti, Romain Petit, Matteo Santacesaria

SIAM J. Imaging Sci., 2024

Manifold Learning by Mixture Models of VAEs for Inverse Problems.

Giovanni S. Alberti, Johannes Hertrich, Matteo Santacesaria, Silvia Sciutto

J. Mach. Learn. Res., 2024

Learning sparsity-promoting regularizers for linear inverse problems.

Giovanni S. Alberti, Ernesto De Vito, Tapio Helin, Matti Lassas, Luca Ratti, Matteo Santacesaria

CoRR, 2024

Learning a Gaussian Mixture for Sparsity Regularization in Inverse Problems.

Giovanni S. Alberti, Luca Ratti, Matteo Santacesaria, Silvia Sciutto

CoRR, 2024

Is In-Domain Data Beneficial in Transfer Learning for Landmarks Detection in X-Ray Images?

Roberto Di Via, Matteo Santacesaria, Francesca Odone, Vito Paolo Pastore

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Market areas in general equilibrium.

Gianandrea Lanzara, Matteo Santacesaria

J. Econ. Theory, July, 2023

Compressed sensing for inverse problems and the sample complexity of the sparse Radon transform.

Giovanni S. Alberti, Alessandro Felisi, Matteo Santacesaria, S. Ivan Trapasso

CoRR, 2023

2022

Continuous Generative Neural Networks.

Giovanni S. Alberti, Matteo Santacesaria, Silvia Sciutto

CoRR, 2022

2021

Compressed Sensing Photoacoustic Tomography Reduces to Compressed Sensing for Undersampled Fourier Measurements.

Giovanni S. Alberti, Paolo Campodonico, Matteo Santacesaria

SIAM J. Imaging Sci., 2021

Learning the optimal regularizer for inverse problems.

Giovanni S. Alberti, Ernesto De Vito, Matti Lassas, Luca Ratti, Matteo Santacesaria

CoRR, 2021

Learning the optimal Tikhonov regularizer for inverse problems.

Giovanni S. Alberti, Ernesto De Vito, Matti Lassas, Luca Ratti, Matteo Santacesaria

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Neural networks for classification of strokes in electrical impedance tomography on a 3D head model.

Valentina Candiani, Matteo Santacesaria

CoRR, 2020

2019

On an inverse Robin spectral problem.

Matteo Santacesaria, Toshiaki Yachimura

CoRR, 2019

2018

Reconstruction of a piecewise constant conductivity on a polygonal partition via shape optimization in EIT.

Elena Beretta, Stefano Micheletti, Simona Perotto, Matteo Santacesaria

J. Comput. Phys., 2018

2017

Infinite dimensional compressed sensing from anisotropic measurements.

Giovanni S. Alberti, Matteo Santacesaria

CoRR, 2017