| Accelerated and Inexact Forward-Backward Algorithms S Villa, S Salzo, L Baldassarre, A Verri SIAM Journal on Optimization 23 (3), 1607-1633, 2013 | 119 | 2013 |
| Lossless hyperspectral compression using KLT L Galli, S Salzo IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium 1, 2004 | 57 | 2004 |
| Inexact and accelerated proximal point algorithms S Salzo, S Villa Journal of Convex analysis 19 (4), 1167-1192, 2012 | 56 | 2012 |
| Bilevel Programming for Hyperparameter Optimization and Meta-Learning L Franceschi, P Frasconi, S Salzo, M Pontil Proceedings of Machine Learning Research: International Conference on …, 2018 | 48 | 2018 |
| The variable metric forward-backward splitting algorithm under mild differentiability assumptions S Salzo SIAM Journal on Optimization 27 (4), 2153-2181, 2017 | 25 | 2017 |
| Convergence analysis of a proximal Gauss-Newton method S Salzo, S Villa Computational Optimization and Applications 53 (2), 557-589, 2012 | 20 | 2012 |
| Consistent learning by composite proximal thresholding PL Combettes, S Salzo, S Villa Mathematical Programming 167 (1), 99-127, 2018 | 7 | 2018 |
| Latent variable time-varying network inference F Tomasi, V Tozzo, S Salzo, A Verri KDD '18 Proceedings of the 24th ACM SIGKDD International Conference on …, 2018 | 6 | 2018 |
| Regularized learning schemes in feature Banach spaces PL Combettes, S Salzo, S Villa Analysis and Applications 16 (01), 1-54, 2018 | 4 | 2018 |
| Bilevel learning of the group lasso structure J Frecon, S Salzo, M Pontil Advances in Neural Information Processing Systems, 8301-8311, 2018 | 4 | 2018 |
| Alternating proximal regularized dictionary learning S Salzo, S Masecchia, A Verri, A Barla Neural computation 26 (12), 2855-2895, 2014 | 4 | 2014 |
| Consistency of Regularized Learning Schemes in Banach Spaces PL Combettes, S Salzo, S Villa arXiv preprint arXiv:1410.6847, 2014 | 4 | 2014 |
| Generalized support vector regression: duality and tensor-kernel representation S Salzo, JAK Suykens arXiv preprint arXiv:1603.05876, 2016 | 3 | 2016 |
| Dictionary learning improves subtyping of breast cancer aCGH data S Masecchia, A Barla, S Salzo, A Verri 2013 35th Annual International Conference of the IEEE Engineering in …, 2013 | 3 | 2013 |
| A dictionary learning based method for aCGH segmentation. S Masecchia, S Salzo, A Barla, A Verri ESANN, 2013 | 3 | 2013 |
| Solving lp-norm regularization with tensor kernels S Salzo, JAK Suykens, L Rosasco Proceedings of the Twenty-First International Conference on Artificial …, 2018 | 2 | 2018 |
| Regularized dictionary learning A Barla, S Salzo, A Verri, JAK Suykens, M Signoretto, A Argyriou Regularization, Optimization, Kernels, and Support Vector Machines, 27-52, 2015 | 2 | 2015 |
| Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm G Luise, S Salzo, M Pontil, C Ciliberto arXiv preprint arXiv:1905.13194, 2019 | 1 | 2019 |
| Parallel Random Block-Coordinate Forward-Backward Algorithm: A Unified Convergence Analysis S Salzo, S Villa arXiv preprint arXiv:1906.07392, 2019 | | 2019 |
| Forward-Backward Splitting for Time-Varying Graphical Models F Tomasi, V Tozzo, A Verri, S Salzo International Conference on Probabilistic Graphical Models, 475-486, 2018 | | 2018 |
silvia villaUniversitā di GenovaVerifierad e-postadress på dima.unige.it
