SALZO, Saverio
SALZO, Saverio
DIPARTIMENTO DI INGEGNERIA INFORMATICA, AUTOMATICA E GESTIONALE -ANTONIO RUBERTI-
A dictionary learning based method for aCGH segmentation
2013 Masecchia, S; Barla, A; Salzo, S; Verri, A
Accelerated and Inexact Forward-Backward Algorithms
2013 Villa, Silvia; Salzo, Saverio; L., Baldassarre; Verri, Alessandro
Alternating proximal regularized dictionary learning
2014 Salzo, Saverio; Masecchia, Salvatore; Verri, Alessandro; Barla, Annalisa
Batch Greenkhorn Algorithm for Entropic-Regularized Multimarginal Optimal Transport: Linear Rate of Convergence and Iteration Complexity
2022 Kostic ́, Vladimir R.; Salzo, Saverio; Pontil, Massimiliano
Bilevel Learning of the Group Lasso Structure
2018 Frecon, J; Salzo, S; Pontil, M
Bilevel Optimization with a Lower-level Contraction: Optimal Sample Complexity without Warm-Start
2023 Grazzi, Riccardo; Pontil, Massimiliano; Salzo, Saverio
Bilevel Programming for Hyperparameter Optimization and Meta-Learning
2018 Franceschi, L; Frasconi, P; Salzo, S; Grazzi, R; Pontil, M
Bregman Neural Networks
2022 Frecon, Jordan; Gasso, Gilles; Pontil, Massimiliano; Salzo, Saverio
Consistent learning by composite proximal thresholding
2018 Combettes, Patrick L.; Salzo, Saverio; Villa, Silvia
Convergence analysis of a proximal Gauss-Newton method
2012 Salzo, Saverio; Villa, Silvia
Convergence of an asynchronous block-coordinate forward-backward algorithm for convex composite optimization
2023 Traoré, Cheik; Salzo, Saverio; Villa, Silvia
Convergence Properties of Stochastic Hypergradients
2021 Grazzi, R; Pontil, M; Salzo, S
Dictionary learning improves subtyping of breast cancer aCGH data
2013 Masecchia, Salvatore; Barla, Annalisa; Salzo, Saverio; Verri, Alessandro
Forward-Backward Splitting for Time-Varying Graphical Models
2018 Tomasi, F; Tozzo, V; Verri, A; Salzo, S
Generalized support vector regression: Duality and tensor-kernel representation
2020 Salzo, S; Suykens, Jak
High Probability Bounds for Stochastic Subgradient Schemes with Heavy Tailed Noise
2024 Angela Parletta, Daniela; Paudice, Andrea; Pontil, Massimiliano; Salzo, Saverio
Inexact and accelerated proximal point algorithms
2012 Salzo, Saverio; Villa, Silvia
Latent variable time-varying network inference
2018 Tomasi, Federico; Salzo, Saverio; Tozzo, Veronica; Verri, Alessandro
Lossless Hyperspectral Compression using KLT
2004 L., Galli; Salzo, S
Nonsmooth Implicit Differentiation: Deterministic and Stochastic Convergence Rates
2024 Grazzi, R.; Pontil, M.; Salzo, S.