Valentina De Simone

Orcid: 0000-0002-3357-5252

According to our database1, Valentina De Simone authored at least 32 papers between 1999 and 2024.

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

Timeline

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Bibliography

2024
Roughness regularization for functional data analysis with free knots spline estimation.
Stat. Comput., October, 2024

Nonconvex multi-period mean-variance portfolio optimization.
Ann. Oper. Res., January, 2024

2023
On the Adaptive Penalty Parameter Selection in ADMM.
Algorithms, June, 2023

Cartoon-texture evolution for two-region image segmentation.
Comput. Optim. Appl., 2023

Segmenting MR Images Through Texture Extraction and Multiplicative Components Optimization.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023

An overview on the use of AI/ML in Manufacturing MSMEs: solved issues, limits, and challenges.
Proceedings of the 4th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

Work break scheduling using wrist wearable devices: a conceptual and practical model.
Proceedings of the 4th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2023), 2023

2022
Sparse Approximations with Interior Point Methods.
SIAM Rev., 2022

2021
A View of Regularized Approaches for Image Segmentation.
CoRR, 2021

Fused Lasso approach in portfolio selection.
Ann. Oper. Res., 2021

Split Bregman iteration for multi-period mean variance portfolio optimization.
Appl. Math. Comput., 2021

Human-Robot Collaboration: an analysis of worker's performance.
Proceedings of the 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), Virtual Event / Upper Austria University of Applied Sciences - Hagenberg Campus, 2021

2020
l<sub>1</sub>-Regularization for multi-period portfolio selection.
Ann. Oper. Res., 2020

Spatially Adaptive Regularization in Image Segmentation.
Algorithms, 2020

Smart operators: How Industry 4.0 is affecting the worker's performance in manufacturing contexts.
Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020), 2020

2019
A subspace-accelerated split Bregman method for sparse data recovery with joint l1-type regularizers.
CoRR, 2019

Adaptive l<sub>1</sub>-regularization for short-selling control in portfolio selection.
Comput. Optim. Appl., 2019

2018
BFGS-like updates of constraint preconditioners for sequences of KKT linear systems in quadratic programming.
Numer. Linear Algebra Appl., 2018

2016
On the Application of the Spectral Projected Gradient Method in Image Segmentation.
J. Math. Imaging Vis., 2016

On the update of constraint preconditioners for regularized KKT systems.
Comput. Optim. Appl., 2016

2015
Updating Constraint Preconditioners for KKT Systems in Quadratic Programming Via Low-Rank Corrections.
SIAM J. Optim., 2015

2014
A matrix-free approach to build band preconditioners for large-scale bound-constrained optimization.
J. Comput. Appl. Math., 2014

2013
Parallel algebraic multilevel Schwarz preconditioners for a class of elliptic PDE systems.
Comput. Vis. Sci., 2013

2012
A Preconditioning Framework for Sequences of Diagonally Modified Linear Systems Arising in Optimization.
SIAM J. Numer. Anal., 2012

2011
Efficient Preconditioner Updates for Shifted Linear Systems.
SIAM J. Sci. Comput., 2011

2010
Starting-point strategies for an infeasible potential reduction method.
Optim. Lett., 2010

On mutual impact of numerical linear algebra and large-scale optimization with focus on interior point methods.
Comput. Optim. Appl., 2010

2009
Isotonic Regression Problems.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

2007
Stopping criteria for inner iterations in inexact potential reduction methods: a computational study.
Comput. Optim. Appl., 2007

On the iterative solution of KKT systems in potential reduction software for large-scale quadratic problems.
Comput. Optim. Appl., 2007

1999
Numerical Methods for Total Variation-Based Deblurring: a Comparison in a Parallel Environment.
Proceedings of the Large-Scale Scientific Computation for Engineering and Environmental Problems, 1999

The Wiener Filter and Regularization Methods for Image Restoration Problems.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999


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