Giovanni S. Alberti
Scholar

Giovanni S. Alberti

Google Scholar ID: boBf5cgAAAAJ
Professor of Mathematical Analysis, MaLGa Center, Department of Mathematics, University of Genoa
Partial Differential EquationsInverse ProblemsApplied Harmonic AnalysisMachine Learning
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Citations & Impact
All-time
Citations
954
 
H-index
17
 
i10-index
30
 
Publications
20
 
Co-authors
45
list available
Publications
7 items
On the sample complexity of Fourier compressed sensing: wavelets versus shearlets
2026
Cited
0
Diffusion Graph Posterior Sampling for Nonlinear Inverse Problems with Application to Electrical Impedance Tomography
2026
Cited
0
MAD: Manifold Attracted Diffusion
2025
Cited
0
Deep Unfolding Network for Nonlinear Multi-Frequency Electrical Impedance Tomography
2025
Cited
0
Compressed sensing for inverse problems II: applications to deconvolution, source recovery, and MRI
2025
Cited
0
The learned range test method for the inverse inclusion problem
arXiv.org · 2024
Cited
0
Learning a Gaussian Mixture for Sparsity Regularization in Inverse Problems
IMA Journal of Numerical Analysis · 2024
Cited
1
Co-authors
6 total
Matteo Santacesaria
Matteo Santacesaria
Associate Professor, MaLGa Center, Department of Mathematics, University of Genoa
Ernesto De Vito
Ernesto De Vito
MaLGa Machine Learning Genoa Center - Università di Genova
Rima Alaifari
Rima Alaifari
Professor for Analysis and its Applications, RWTH Aachen
Matti Lassas
Matti Lassas
Professor of applied mathematics, University of Helsinki, Finland
Luca Ratti
Luca Ratti
Department of Mathematics, University of Bologna
Bangti Jin
Bangti Jin
Department of Mathematics, The Chinese University of Hong Kong