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People

Grants

Most recent CHarML grants

Title Principal Investigator Funding Start End Amount
Sample complexity for inverse problems in PDE Giovanni S. Alberti - Principal Investigator EU | ERC StG 2022 2027 1.15 M
Compressed sensing for inverse problems in PDE Giovanni S. Alberti - Principal Investigator UniGe 2021 2023 85k
Machine Learning for Inverse Problems Giovanni S. Alberti, Matteo Santacesaria - co-Principal Investigator AFOSR - Air Force Office of Scientific Research 2020 2023 220k
Infinite-dimensional inverse problems with finite measurements Giovanni S. Alberti - Principal Investigator UniGe | UniGe Starting grant 2019 2021 59k
Applied harmonic analysis and PDEs for inverse problems in imaging Giovanni S. Alberti - Principal Investigator ETH Postdoctoral Fellowship: ETH Zurich & Marie-Curie actions 2016 2018 215k

Publications

Most recent CHarML publications

Title Year Author Venue
Learning a Gaussian Mixture for Sparsity Regularization in Inverse Problems 2024 GS Alberti L Ratti M Santacesaria S Sciutto arXiv preprint
Localization of point scatterers via sparse optimization on measures 2024 GS Alberti R Petit M Santacesaria arXiv preprint
Calderon-Zygmund theory on some Lie groups of exponential growth 2023 F De Mari M Levi M Monti M Vallarino ArXiv Preprint
Horocyclic harmonic Bergman spaces on homogeneous trees 2023 F De Mari M Monti E Rizzo ArXiv Preprint
Harmonic Bergman projectors on homogeneous trees 2023 F De Mari M Monti M Vallarino Potential Analysis