Luca Zanni

Claudia Elisabetta Campanella

Soft Comput., 2020

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

[BibT_eX]

[DOI]

SIAM J. Optim., 2020

A Transdisciplinary digital approach for tractor's human-centred design.

[BibT_eX]

[DOI]

Int. J. Comput. Integr. Manuf., 2020

Steplength and Mini-batch Size Selection in Stochastic Gradient Methods.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

2019

Steplength selection in gradient projection methods for box-constrained quadratic programs.

[BibT_eX]

[DOI]

Serena Crisci

Appl. Math. Comput., 2019

On the Steplength Selection in Stochastic Gradient Methods.

[BibT_eX]

[DOI]

Proceedings of the Numerical Computations: Theory and Algorithms, 2019

A Limited Memory Gradient Projection Method for Box-Constrained Quadratic Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the Numerical Computations: Theory and Algorithms, 2019

2018

Reconstruction of 3D X-ray CT images from reduced sampling by a scaled gradient projection algorithm.

[BibT_eX]

[DOI]

Comput. Optim. Appl., 2018

On the steplength selection in gradient methods for unconstrained optimization.

[BibT_eX]

[DOI]

Appl. Math. Comput., 2018

Digital Manufacturing and Virtual Reality for Tractors' Human-Centred Design.

[BibT_eX]

[DOI]

Fabio Grandi

Margherita Peruzzini

Claudia Elisabetta Campanella

Marcello Pellicciari

Proceedings of the Transdisciplinary Engineering Methods for Social Innovation of Industry 4.0, 2018

Artificial Neural Networks: The Missing Link Between Curiosity and Accuracy.

[BibT_eX]

[DOI]

Paolo Burgio

Proceedings of the Intelligent Systems Design and Applications, 2018

2016

Phase estimation in differential-interference-contrast (DIC) microscopy.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015

A New Steplength Selection for Scaled Gradient Methods with Application to Image Deblurring.

[BibT_eX]

[DOI]

Federica Porta

Marco Prato

J. Sci. Comput., 2015

Numerical Methods for Parameter Estimation in Poisson Data Inversion.

[BibT_eX]

[DOI]

J. Math. Imaging Vis., 2015

Limited-memory scaled gradient projection methods for real-time image deconvolution in microscopy.

[BibT_eX]

[DOI]

Commun. Nonlinear Sci. Numer. Simul., 2015

2013

A practical use of regularization for supervised learning with kernel methods.

[BibT_eX]

[DOI]

Marco Prato

Pattern Recognit. Lett., 2013

Scaling techniques for gradient projection-type methods in astronomical image deblurring.

[BibT_eX]

[DOI]

Int. J. Comput. Math., 2013

Guest editorial.

[BibT_eX]

[DOI]

Mario Bertero

Comput. Optim. Appl., 2013

ML estimation of wavelet regularization hyperparameters in inverse problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

2011

A regularization algorithm for decoding perceptual temporal profiles from fMRI data.

[BibT_eX]

[DOI]

NeuroImage, 2011

2010

Iterative regularization algorithms for constrained image deblurring on graphics processors.

[BibT_eX]

[DOI]

J. Glob. Optim., 2010

2009

Gradient projection methods for image deblurring and denoising on graphics processors.

[BibT_eX]

[DOI]

Riccardo Zanella

Proceedings of the Parallel Computing: From Multicores and GPU's to Petascale, 2009

From BOLD-fMRI signals to the prediction of subjective pain perception through a regularization algorithm.

[BibT_eX]

[DOI]

Proceedings of the 17th European Signal Processing Conference, 2009

Gradient projection approaches for optimization problems in image deblurring and denoising.

[BibT_eX]

[DOI]

Proceedings of the 17th European Signal Processing Conference, 2009

2006

Parallel Software for Training Large Scale Support Vector Machines on Multiprocessor Systems.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2006

An Improved Gradient Projection-based Decomposition Technique for Support Vector Machines.

[BibT_eX]

[DOI]

Comput. Manag. Sci., 2006

2005

Gradient projection methods for quadratic programs and applications in training support vector machines.

[BibT_eX]

[DOI]

Optim. Methods Softw., 2005

On the working set selection in gradient projection-based decomposition techniques for support vector machines.

[BibT_eX]

[DOI]

Optim. Methods Softw., 2005

Some Improvements to a Parallel Decomposition Technique for Training Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2005

2003

A parallel solver for large quadratic programs in training support vector machines.

[BibT_eX]

[DOI]

Parallel Comput., 2003

Parallel Decomposition Approaches for Training Support Vector Machines.

[BibT_eX]

Proceedings of the Parallel Computing: Software Technology, 2003

2000

On the Stability of the Direct Elimination Method for Equality Constrained Least Squares Problems.

[BibT_eX]

[DOI]

Computing, 2000

1998

A minimization method for the solution of large symmetriric eigenproblems.

[BibT_eX]

[DOI]

Int. J. Comput. Math., 1998

1997

Splitting methods for quadratic optimization in data analysis.

[BibT_eX]

[DOI]

Int. J. Comput. Math., 1997

Error Analysis of an Algorithm for Equality-Constrained Quadratic Programming Problems.

[BibT_eX]

[DOI]