Search Results - "Galvan, Giulio"

A parameter-free unconstrained reformulation for nonsmooth problems with convex constraints by Galvan, Giulio, Sciandrone, Marco, Lucidi, Stefano

“…In the present paper we propose to rewrite a nonsmooth problem subjected to convex constraints as an unconstrained problem. We show that this novel formulation…”
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Biomarkers of erosive arthritis in systemic lupus erythematosus: Application of machine learning models by Ceccarelli, Fulvia, Sciandrone, Marco, Perricone, Carlo, Galvan, Giulio, Cipriano, Enrica, Galligari, Alessandro, Levato, Tommaso, Colasanti, Tania, Massaro, Laura, Natalucci, Francesco, Spinelli, Francesca Romana, Alessandri, Cristiano, Valesini, Guido, Conti, Fabrizio

“…Limited evidences are available on biomarkers to recognize Systemic Lupus erythematosus (SLE) patients at risk to develop erosive arthritis. Anti-citrullinated…”
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Prediction of chronic damage in systemic lupus erythematosus by using machine-learning models by Ceccarelli, Fulvia, Sciandrone, Marco, Perricone, Carlo, Galvan, Giulio, Morelli, Francesco, Vicente, Luis Nunes, Leccese, Ilaria, Massaro, Laura, Cipriano, Enrica, Spinelli, Francesca Romana, Alessandri, Cristiano, Valesini, Guido, Conti, Fabrizio

“…The increased survival in Systemic Lupus Erythematosus (SLE) patients implies the development of chronic damage, occurring in up to 50% of cases. Its…”
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Correction: Biomarkers of erosive arthritis in systemic lupus erythematosus: Application of machine learning models by Ceccarelli, Fulvia, Sciandrone, Marco, Perricone, Carlo, Galvan, Giulio, Cipriano, Enrica, Galligari, Alessandro, Levato, Tommaso, Colasanti, Tania, Massaro, Laura, Natalucci, Francesco, Spinelli, Francesca Romana, Alessandri, Cristiano, Valesini, Guido, Conti, Fabrizio

“…[This corrects the article DOI: 10.1371/journal.pone.0207926.]…”
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Assessing the vulnerability of infrastructure networks based on distribution measures by Galvan, Giulio, Agarwal, Jitendra

“…•A distributional metric for infrastructure vulnerability is proposed.•Its effectiveness is illustrated through power, transport and water supply…”
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On the convergence of inexact augmented Lagrangian methods for problems with convex constraints by Galvan, Giulio, Lapucci, Matteo

“…We consider the augmented Lagrangian method (ALM) for constrained optimization problems in the presence of convex inequality and convex abstract constraints…”
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Community Detection in Action: Identification of Critical Elements in Infrastructure Networks by Galvan, Giulio, Agarwal, Jitendra

“…AbstractModern infrastructure systems form complex networks that are organized hierarchically in communities of tightly integrated elements. This paper…”
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A Robust Initialization of Residual Blocks for Effective ResNet Training Without Batch Normalization by Civitelli, Enrico, Sortino, Alessio, Lapucci, Matteo, Bagattini, Francesco, Galvan, Giulio

“…Batch normalization is an essential component of all state-of-the-art neural networks architectures. However, since it introduces many practical issues, much…”
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Modeling cancer drug response through drug-specific informative genes by Parca, Luca, Pepe, Gerardo, Pietrosanto, Marco, Galvan, Giulio, Galli, Leonardo, Palmeri, Antonio, Sciandrone, Marco, Ferrè, Fabrizio, Ausiello, Gabriele, Helmer-Citterich, Manuela

“…Recent advances in pharmacogenomics have generated a wealth of data of different types whose analysis have helped in the identification of signatures of…”
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A Robust Initialization of Residual Blocks for Effective ResNet Training without Batch Normalization by Civitelli, Enrico, Sortino, Alessio, Lapucci, Matteo, Bagattini, Francesco, Galvan, Giulio

“…Batch Normalization is an essential component of all state-of-the-art neural networks architectures. However, since it introduces many practical issues, much…”
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