Silvia Bonettini

Orcid: 0000-0003-2936-365X

According to our database1, Silvia Bonettini authored at least 33 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
A new proximal heavy ball inexact line-search algorithm.
Comput. Optim. Appl., June, 2024

Algorithmic unfolding for image reconstruction and localization problems in fluorescence microscopy.
CoRR, 2024

2023
An abstract convergence framework with application to inertial inexact forward-backward methods.
Comput. Optim. Appl., March, 2023

A nested primal-dual FISTA-like scheme for composite convex optimization problems.
Comput. Optim. Appl., 2023

2022
Explainable bilevel optimization: an application to the Helsinki deblur challenge.
CoRR, 2022

Learning the Image Prior by Unrolling an Optimization Method.
Proceedings of the 30th European Signal Processing Conference, 2022

2021
Variable metric techniques for forward-backward methods in imaging.
J. Comput. Appl. Math., 2021

New convergence results for the inexact variable metric forward-backward method.
Appl. Math. Comput., 2021

A comparison of nested primal-dual forward-backward methods for Poisson image deblurring.
Proceedings of the 2021 21st International Conference on Computational Science and Its Applications (ICCSA), Cagliari, Italy, September 13-16, 2021, 2021

2020
Convergence of Inexact Forward-Backward Algorithms Using the Forward-Backward Envelope.
SIAM J. Optim., 2020

2019
Efficient Block Coordinate Methods for Blind Cauchy Denoising.
Proceedings of the Numerical Computations: Theory and Algorithms, 2019

2018
Inertial Variable Metric Techniques for the Inexact Forward-Backward Algorithm.
SIAM J. Sci. Comput., 2018

A block coordinate variable metric linesearch based proximal gradient method.
Comput. Optim. Appl., 2018

A nonsmooth regularization approach based on shearlets for Poisson noise removal in ROI tomography.
Appl. Math. Comput., 2018

2016
A Variable Metric Forward-Backward Method with Extrapolation.
SIAM J. Sci. Comput., 2016

Variable Metric Inexact Line-Search-Based Methods for Nonsmooth Optimization.
SIAM J. Optim., 2016

Scaling Techniques for ε-Subgradient Methods.
SIAM J. Optim., 2016

A cyclic block coordinate descent method with generalized gradient projections.
Appl. Math. Comput., 2016

2015
A Scaled Gradient Projection Method for Bayesian Learning in Dynamical Systems.
SIAM J. Sci. Comput., 2015

Application of cyclic block generalized gradient projection methods to poisson blind deconvolution.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
An alternating extragradient method with non euclidean projections for saddle point problems.
Comput. Optim. Appl., 2014

Primal-dual first order methods for total variation image restoration in presence of poisson noise.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
A New Semiblind Deconvolution Approach for Fourier-Based Image Restoration: An Application in Astronomy.
SIAM J. Imaging Sci., 2013

Scaling techniques for gradient projection-type methods in astronomical image deblurring.
Int. J. Comput. Math., 2013

2012
On the Convergence of Primal-Dual Hybrid Gradient Algorithms for Total Variation Image Restoration.
J. Math. Imaging Vis., 2012

2009
Non-negatively constrained image deblurring with an inexact interior point method.
J. Comput. Appl. Math., 2009

Gradient projection approaches for optimization problems in image deblurring and denoising.
Proceedings of the 17th European Signal Processing Conference, 2009

2007
A nonmonotone semismooth inexact Newton method.
Optim. Methods Softw., 2007

On the solution of indefinite systems arising in nonlinear programming problems.
Numer. Linear Algebra Appl., 2007

Some iterative methods for the solution of a symmetric indefinite KKT system.
Comput. Optim. Appl., 2007

Inner solvers for interior point methods for large scale nonlinear programming.
Comput. Optim. Appl., 2007

2005
A nonmonotone inexact Newton method.
Optim. Methods Softw., 2005

An inexact Newton method combined with Hestenes multipliers' scheme for the solution of Karush-Kuhn-Tucker systems.
Appl. Math. Comput., 2005


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