M. Lazzaretti, C. Estatico, A. Melero, L. Calatroni. Off-the-grid regularisation for Poisson inverse problems. Computational Optimization and Applications, Vol. 91 (2025). Published version. Codes.
P. Diaz De Alba, C. Estatico, M. Lazzaretti, G. Rodriguez. Linear FDEM subsoil data inversion in Banach spaces. Electronic Transactions on Numerical Analysis, Vol. 61 (2024). Published version.
B. Bonino, C. Estatico, M. Lazzaretti. Dual descent regularization algorithms in variable exponent Lebesgue spaces for imaging. Springer Numerical Algorithms, Vol. 92 (2023). Published online.
M. Lazzaretti, L. Calatroni, C. Estatico. Modular-proximal gradient algorithms in variable exponent Lebesgue spaces. SIAM Journal on Scientific Computing, Vol.44, Iss.6 (2022). Published online.
M. Lazzaretti, Z. Kereta, L. Calatroni, C. Estatico. Stochastic gradient descent for linear inverse problems in variable exponent Lebesgue spaces. Scale Space and Variational Methods in Computer vision LNCS conference proceedings, Springer (2023). Published version.
M. Lazzaretti, L. Calatroni, C. Estatico. A continuous, non-convex and sparse super-resolution approach for fluorescence microscopy data with Poisson noise. IEEE Xplore conference proceedings of ICCSA conference 2021, (2022). Published version.
M. Lazzaretti, S. Rebegoldi, L. Calatroni, C. Estatico. A scaled and adaptive FISTA algorithm for signal-dependent sparse image super-resolution problems. Scale Space and Variational Methods in Computer Vision LNCS conference proceedings 2021, Springer (2021). Published version.
M. Lazzaretti, L. Calatroni, C. Estatico. Weighted-CEL0 sparse regularisation for molecule localisation in super-resolution microscopy with Poisson data. 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) (2021). arXiv preprint - Published version
Optimisation algorithms in non-standard Banach spaces for inverse problems in imaging
Université Côte d'Azur (France) & Università di Genova (Italia)
Defense date: 5 April 2024
M. Lazzaretti. Algoritmi e immagini. Collana Matematica - Lezione 47, La Gazzetta dello Sport & Corriere della Sera (Published 02/01/2025)
M. Lazzaretti. Problemi inversi. Collana Matematica - Lezione 44, La Gazzetta dello Sport & Corriere della Sera (Published 12/12/2024)