Giulio Galvan

According to our database, Giulio Galvan authored at least 7 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

A Two-Level Decomposition Framework Exploiting First and Second Order Information for SVM Training Problems.

Giulio Galvan, Matteo Lapucci, Chih-Jen Lin, Marco Sciandrone

J. Mach. Learn. Res., 2021

A Robust Initialization of Residual Blocks for Effective ResNet Training without Batch Normalization.

Enrico Civitelli, Alessio Sortino, Matteo Lapucci, Francesco Bagattini, Giulio Galvan

CoRR, 2021

A parameter-free unconstrained reformulation for nonsmooth problems with convex constraints.

Giulio Galvan, Marco Sciandrone, Stefano Lucidi

Comput. Optim. Appl., 2021

2020

Assessing the vulnerability of infrastructure networks based on distribution measures.

Giulio Galvan, Jitendra Agarwal

Reliab. Eng. Syst. Saf., 2020

An Alternating Augmented Lagrangian method for constrained nonconvex optimization.

Giulio Galvan, Matteo Lapucci, Tommaso Levato, Marco Sciandrone

Optim. Methods Softw., 2020

2019

On the convergence of inexact augmented Lagrangian methods for problems with convex constraints.

Giulio Galvan, Matteo Lapucci

Oper. Res. Lett., 2019

2016

Vulnerability analysis of infrastructure networks.

Giulio Galvan

PhD thesis, 2016