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Saverio Salzo
Observed names:
SALZO, SAVERIO,
Salzo S,
Salzo S.,
Salzo, Saverio,
Saverio Salzo Luca Galli
Institutions:
Italian Institute of Technology,
University College London,
Sapienza University of Rome
Observed institutions:
University of Novi Sad,
Italian Institute of Technology,
Advanced Computer System (Italy),
National Research Council,
University College London,
Massachusetts Institute of Technology,
University of Genoa,
Sapienza University of Rome
show all 8
ORCID:
0000-0003-0494-9101
Observed ORCID:
0000-0003-0494-9101
OpenAlex ID:
A5017463552
Bilevel Programming for Hyperparameter Optimization and Meta-Learning
2018
·
Franceschi, Luca
, Frasconi, Paolo
, et al.
·
arXiv (Cornell University)
·
274
PDF
Accelerated and Inexact Forward-Backward Algorithms
2013
·
Silvia Villa
, Saverio Salzo
, et al.
·
SIAM Journal on Optimization
·
197
Inexact and Accelerated Proximal Point Algorithms
2012
·
Saverio Salzo
, Silvia Villa
·
Journal of convex analysis
·
72
PDF
The Variable Metric Forward-Backward Splitting Algorithm Under Mild Differentiability Assumptions
2017
·
Saverio Salzo
·
SIAM Journal on Optimization
·
62
PDF
On the Iteration Complexity of Hypergradient Computation
2020
·
Grazzi, Riccardo
, Franceschi, Luca
, et al.
·
arXiv (Cornell University)
·
49
PDF
Lossless hyperspectral compression using KLT
2004
·
Saverio Salzo Luca Galli
·
43
Convergence analysis of a proximal Gauss-Newton method
2012
·
Saverio Salzo
, Silvia Villa
·
Computational Optimization and Applications
·
34
Latent Variable Time-varying Network Inference
2018
·
Federico Tomasi
, Veronica Tozzo
, et al.
·
ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD)
·
19
PDF
Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm
2019
·
Luise, Giulia
, Salzo, Saverio
, et al.
·
arXiv (Cornell University)
·
18
PDF
Bilevel Learning of the Group Lasso Structure
2018
·
Jordan Frécon
, Saverio Salzo
, et al.
·
HAL (Le Centre pour la Communication Scientifique Directe)
·
18
Regularized learning schemes in feature Banach spaces
2018
·
Combettes PL
, Salzo S
, et al.
·
IRIS Research product catalog (Sapienza University of Rome)
·
18
On the Iteration Complexity of Hypergradient Computations
2020
·
Riccardo Grazzi
, Saverio Salzo
, et al.
·
International Conference on Machine Learning
·
15
Consistent learning by composite proximal thresholding
2017
·
Patrick L. Combettes
, Saverio Salzo
, et al.
·
Mathematical Programming
·
13
Parallel random block-coordinate forward–backward algorithm: a unified convergence analysis
2021
·
Saverio Salzo
, Silvia Villa
·
Mathematical Programming
·
12
PDF
Convergence Properties of Stochastic Hypergradients
2020
·
Grazzi, Riccardo
, Pontil, Massimiliano
, et al.
·
arXiv (Cornell University)
·
5
PDF
Generalized support vector regression: Duality and tensor-kernel representation
2019
·
Saverio Salzo
, Johan A. K. Suykens
·
Analysis and Applications
·
5
PDF
Generalized support vector regression: Duality and tensor-kernel representation
2020
·
Salzo S
, Suykens JAK
·
IRIS Research product catalog (Sapienza University of Rome)
·
4
PDF
Variance Reduction Techniques for Stochastic Proximal Point Algorithms
2024
·
Cheik Traoré
, Vassilis Apidopoulos
, et al.
·
Journal of Optimization Theory and Applications
·
3
PDF
The method of randomized Bregman projections for stochastic feasibility problems
2022
·
Vladimir R. Kostić
, Saverio Salzo
·
Numerical Algorithms
·
3
PDF
Bregman Neural Networks
2022
·
Frecon, Jordan
, Salzo, Saverio
, et al.
·
IRIS Research product catalog (Sapienza University of Rome)
·
3
PDF
Regularized learning schemes in feature Banach spaces
2016
·
Patrick L. Combettes
, Saverio Salzo
, et al.
·
Analysis and Applications
·
3
PDF
Consistency of Regularized Learning Schemes in Banach Spaces
2014
·
Patrick L. Combettes
, Saverio Salzo
, et al.
·
arXiv (Cornell University)
·
3
Alternating Proximal Regularized Dictionary Learning
2014
·
Saverio Salzo
, Salvatore Masecchia
, et al.
·
Neural Computation
·
3
Convergence analysis of a proximal Gauss-Newton method
2011
·
Salzo, Saverio
, Villa, Silvia
·
arXiv (Cornell University)
·
3
PDF
Convergence of an asynchronous block-coordinate forward-backward algorithm for convex composite optimization
2023
·
Cheik Traoré
, Saverio Salzo
, et al.
·
Computational Optimization and Applications
·
2
PDF
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Works count:
66
Citation count:
893
H-index:
13
I10-index:
14
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