4th Alps-Adriatic Inverse Problems Workshop 2025 (AAIP 2025)

Session

Plenary talk

Oct 3, 2025, 9:00 AM

O.0.01

55. Deeply learned regularization for sparse data tomography

Tatiana Bubba (University of Ferrara)

10/3/25, 9:00 AM

Sparse data tomography is a challenging testing ground for several theoretical and numerical studies, for which both variational regularization and data-driven techniques have been investigated. In this talk, I will present hybrid reconstruction frameworks that combine model-based regularization with data-driven approaches by relying on the interplay between sparse regularization theory,...