Matteo Santacesaria

About Matteo Santacesaria

Matteo Santacesaria, With an exceptional h-index of 15 and a recent h-index of 11 (since 2020), a distinguished researcher at Università degli Studi di Genova, specializes in the field of Inverse Problems, Partial Differential Equations, Complex Analysis, Compressed Sensing, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Is in-domain data beneficial in transfer learning for landmarks detection in x-ray images?

Localization of point scatterers via sparse optimization on measures

Learning a Gaussian Mixture for Sparsity Regularization in Inverse Problems

Scale Space and Variational Methods in Computer Vision: 9th International Conference, SSVM 2023, Santa Margherita di Pula, Italy, May 21–25, 2023, Proceedings

Manifold learning by mixture models of vaes for inverse problems

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

Market areas in general equilibrium

Inverse problems on low-dimensional manifolds

Matteo Santacesaria Information

University

Position

Assistant Professor MaLGa Center Department of Mathematics

Citations(all)

485

Citations(since 2020)

291

Cited By

293

hIndex(all)

15

hIndex(since 2020)

11

i10Index(all)

20

i10Index(since 2020)

11

Email

University Profile Page

Google Scholar

Matteo Santacesaria Skills & Research Interests

Inverse Problems

Partial Differential Equations

Complex Analysis

Compressed Sensing

Machine Learning

Top articles of Matteo Santacesaria

Is in-domain data beneficial in transfer learning for landmarks detection in x-ray images?

arXiv preprint arXiv:2403.01470

2024/3/3

Localization of point scatterers via sparse optimization on measures

arXiv preprint arXiv:2402.00737

2024/2/1

Matteo Santacesaria
Matteo Santacesaria

H-Index: 9

Learning a Gaussian Mixture for Sparsity Regularization in Inverse Problems

arXiv preprint arXiv:2401.16612

2024/1/29

Luca Ratti
Luca Ratti

H-Index: 5

Matteo Santacesaria
Matteo Santacesaria

H-Index: 9

Scale Space and Variational Methods in Computer Vision: 9th International Conference, SSVM 2023, Santa Margherita di Pula, Italy, May 21–25, 2023, Proceedings

2019/6/21

Manifold learning by mixture models of vaes for inverse problems

arXiv preprint arXiv:2303.15244

2023/3/27

Matteo Santacesaria
Matteo Santacesaria

H-Index: 9

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

arXiv preprint arXiv:2302.03577

2023/2/7

Matteo Santacesaria
Matteo Santacesaria

H-Index: 9

Market areas in general equilibrium

Journal of Economic Theory

2023

Matteo Santacesaria
Matteo Santacesaria

H-Index: 9

Inverse problems on low-dimensional manifolds

Nonlinearity

2022/12/15

Matteo Santacesaria
Matteo Santacesaria

H-Index: 9

Continuous generative neural networks

arXiv preprint arXiv:2205.14627

2022/5/29

Matteo Santacesaria
Matteo Santacesaria

H-Index: 9

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

Mathematics in Engineering

2022

Matteo Santacesaria
Matteo Santacesaria

H-Index: 9

Calderón's Inverse Problem with a Finite Number of Measurements II: Independent Data

Applicable Analysis

2022/7/3

Matteo Santacesaria
Matteo Santacesaria

H-Index: 9

Infinite-dimensional inverse problems with finite measurements

Archive for Rational Mechanics and Analysis

2022/1

Matteo Santacesaria
Matteo Santacesaria

H-Index: 9

Learning the optimal Tikhonov regularizer for inverse problems

Advances in Neural Information Processing Systems

2021/12/6

Compressed sensing photoacoustic tomography reduces to compressed sensing for undersampled Fourier measurements

SIAM Journal on Imaging Sciences

2021

Matteo Santacesaria
Matteo Santacesaria

H-Index: 9

Infinite dimensional compressed sensing from anisotropic measurements and applications to inverse problems in PDE

Applied and Computational Harmonic Analysis

2021/1/1

Matteo Santacesaria
Matteo Santacesaria

H-Index: 9

Classification of stroke using Neural Networks in Electrical Impedance Tomography

Inverse Problems

2020/10/23

On an inverse Robin spectral problem

Inverse Problems

2020/6/15

Matteo Santacesaria
Matteo Santacesaria

H-Index: 9

See List of Professors in Matteo Santacesaria University(Università degli Studi di Genova)

Co-Authors

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