Giulio Galvan

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 6

Top Topics

Convex Constraints

Augmented Lagrangian

Global Convergence

Top Venues

Oper. Res. Lett.

J. Mach. Learn. Res.

Comput. Optim. Appl.

Publications

Giulio Galvan, Marco Sciandrone, Stefano Lucidi
A parameter-free unconstrained reformulation for nonsmooth problems with convex constraints. Comput. Optim. Appl. 80 (1) (2021)
Giulio Galvan, Matteo Lapucci, Chih-Jen Lin, Marco Sciandrone
A Two-Level Decomposition Framework Exploiting First and Second Order Information for SVM Training Problems. J. Mach. Learn. Res. 22 (2021)
Enrico Civitelli, Alessio Sortino, Matteo Lapucci, Francesco Bagattini, Giulio Galvan
A Robust Initialization of Residual Blocks for Effective ResNet Training without Batch Normalization. CoRR (2021)
Giulio Galvan, Jitendra Agarwal
Assessing the vulnerability of infrastructure networks based on distribution measures. Reliab. Eng. Syst. Saf. 196 (2020)
Giulio Galvan, Matteo Lapucci, Tommaso Levato, Marco Sciandrone
An Alternating Augmented Lagrangian method for constrained nonconvex optimization. Optim. Methods Softw. 35 (3) (2020)
Giulio Galvan, Matteo Lapucci
On the convergence of inexact augmented Lagrangian methods for problems with convex constraints. Oper. Res. Lett. 47 (3) (2019)