| A two-phase gradient method for quadratic programming problems with a single linear constraint and bounds on the variables D Di Serafino, G Toraldo, M Viola, J Barlow SIAM Journal on Optimization 28 (4), 2809-2838, 2018 | 28 | 2018 |
| Sparse approximations with interior point methods V De Simone, D di Serafino, J Gondzio, S Pougkakiotis, M Viola SIAM Review 64 (4), 954-988, 2022 | 23 | 2022 |
| LSOS: Line-search Second-Order Stochastic optimization methods for nonconvex finite sums D di Serafino, N Krejić, NK Jerinkić, M Viola Mathematics of Computation, 2023 | 18 | 2023 |
| Directional TGV-based image restoration under Poisson noise D di Serafino, G Landi, M Viola Journal of Imaging 7 (6), 99, 2021 | 18 | 2021 |
| ACQUIRE: an inexact iteratively reweighted norm approach for TV-based Poisson image restoration D di Serafino, G Landi, M Viola Applied Mathematics and Computation 364, 124678, 2020 | 16 | 2020 |
| Using gradient directions to get global convergence of Newton-type methods D di Serafino, G Toraldo, M Viola Applied Mathematics and Computation 409, 125612, 2021 | 11 | 2021 |
| A generalized eigenvalues classifier with embedded feature selection M Viola, M Sangiovanni, G Toraldo, MR Guarracino Optimization Letters 11, 299-311, 2017 | 11 | 2017 |
| Semi-supervised generalized eigenvalues classification M Viola, M Sangiovanni, G Toraldo, MR Guarracino Annals of Operations Research 276, 249-266, 2019 | 10 | 2019 |
| A subspace-accelerated split Bregman method for sparse data recovery with joint l1-type regularizers V De Simone, D Di Serafino, M Viola arXiv preprint arXiv:1912.06805, 2019 | 9 | 2019 |
| On the regularization of generalized eigenvalues classifiers MR Guarracino, M Sangiovanni, G Severino, G Toraldo, M Viola AIP Conference Proceedings 1776 (1), 2016 | 8 | 2016 |
| Cartoon-texture evolution for two-region image segmentation L Antonelli, V De Simone, M Viola Computational Optimization and Applications 84 (1), 5-26, 2023 | 5 | 2023 |
| Proportionality-based gradient methods with applications in contact mechanics Z Dostįl, G Toraldo, M Viola, O Vlach High Performance Computing in Science and Engineering: Third International …, 2018 | 5 | 2018 |
| On the Adaptive Penalty Parameter Selection in ADMM S Crisci, V De Simone, M Viola Algorithms 16 (6), 264, 2023 | 4 | 2023 |
| On the stationarity for nonlinear optimization problems with polyhedral constraints D di Serafino, WW Hager, G Toraldo, M Viola Mathematical Programming 205 (1), 107-134, 2024 | 3 | 2024 |
| A gradient-based globalization strategy for the Newton method D di Serafino, G Toraldo, M Viola International Conference on Numerical Computations: Theory and Algorithms …, 2019 | 3* | 2019 |
| Barzilai–Borwein-like rules in proximal gradient schemes for ℓ1-regularized problems S Crisci, S Rebegoldi, G Toraldo, M Viola Optimization Methods and Software, 1-33, 2024 | 2 | 2024 |
| TGV-based restoration of Poissonian images with automatic estimation of the regularization parameter D Di Serafino, G Landi, M Viola 2021 21st International Conference on Computational Science and Its …, 2021 | 2 | 2021 |
| Segmenting MR Images Through Texture Extraction and Multiplicative Components Optimization L Antonelli, V De Simone, M Viola International Conference on Scale Space and Variational Methods in Computer …, 2023 | 1 | 2023 |
| On the Inexact Proximal Gauss–Newton Methods for Regularized Nonlinear Least Squares Problems F Porta, S Villa, M Viola, M Zach INdAM Workshop: Advanced Techniques in Optimization for Machine learning and …, 2022 | 1 | 2022 |
| An algorithm for a constrained P-spline R Campagna, S Crisci, G Santin, G Toraldo, M Viola arXiv preprint arXiv:2501.04335, 2025 | | 2025 |
Daniela di SerafinoProfessor of Numerical Analysis, University of Naples Federico IIVerified email at unina.it
