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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 1.1500000000000001 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
Manifold Learning by Mixture Models of VAEs for Inverse Problems 2023 GS Alberti J Hertrich M Santacesaria S Sciutto ArXiv Preprint
Compressed sensing for inverse problems and the sample complexity of the sparse Radon transform 2023 GS Alberti A Felisi M Santacesaria SI Trapasso ArXiv Preprint
Optimal transport with nonlinear mobilities: a deterministic particle approximation result 2022 S Di Marino L Portinale E Radici ArXiv Preprint
Harmonic Bergman projectors and Calderón-Zygmund theory on homogeneous trees 2022 F De Mari M Monti M Vallarino Research Gate
Localized adversarial artifacts for compressed sensing MRI 2022 Alaifari R Alberti GS Gauksson T ArXiv Preprint