Federica Porta

Orcid: 0000-0003-2320-2310

According to our database1, Federica Porta authored at least 21 papers between 2015 and 2023.

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

Timeline

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Bibliography

2023
Correction to: A Line Search Based Proximal Stochastic Gradient Algorithm with Dynamical Variance Reduction.
J. Sci. Comput., August, 2023

A Line Search Based Proximal Stochastic Gradient Algorithm with Dynamical Variance Reduction.
J. Sci. Comput., 2023

Hybrid limited memory gradient projection methods for box-constrained optimization problems.
Comput. Optim. Appl., 2023

Constrained and unconstrained deep image prior optimization models with automatic regularization.
Comput. Optim. Appl., 2023

Piece-wise Constant Image Segmentation with a Deep Image Prior Approach.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023

Diagonal Barzilai-Borwein Rules in Stochastic Gradient-Like Methods.
Proceedings of the Optimization and Learning - 6th International Conference, 2023

2022
Biomedical Image Classification via Dynamically Early Stopped Artificial Neural Network.
Algorithms, 2022

Neural network-based classification of ENG recordings in response to naturally evoked stimulation.
Proceedings of the NANOCOM '22: The Ninth Annual ACM International Conference on Nanoscale Computing and Communication, Barcelona, Catalunya, Spain, October 5, 2022

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

Combining Weighted Total Variation and Deep Image Prior for natural and medical image restoration via ADMM.
Proceedings of the 2021 21st International Conference on Computational Science and Its Applications (ICCSA), Cagliari, Italy, September 13-16, 2021, 2021

Upper Extremity Functional Rehabilitation for Stroke Survivors Using Error-Augmented Visual Feedback: Interim Results.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020
Spectral Properties of Barzilai-Borwein Rules in Solving Singly Linearly Constrained Optimization Problems Subject to Lower and Upper Bounds.
SIAM J. Optim., 2020

2019
A Limited Memory Gradient Projection Method for Box-Constrained Quadratic Optimization Problems.
Proceedings of the Numerical Computations: Theory and Algorithms, 2019

2018
Serial and parallel approaches for image segmentation by numerical minimization of a second-order functional.
Appl. Math. Comput., 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

2015
A New Steplength Selection for Scaled Gradient Methods with Application to Image Deblurring.
J. Sci. Comput., 2015

Limited-memory scaled gradient projection methods for real-time image deconvolution in microscopy.
Commun. Nonlinear Sci. Numer. Simul., 2015

On some steplength approaches for proximal algorithms.
Appl. Math. Comput., 2015

A convergent least-squares regularized blind deconvolution approach.
Appl. Math. Comput., 2015


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