Leonardo Galli

According to our database, Leonardo Galli authored at least 6 papers between 2018 and 2023.

Collaborative distances:

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

2023

Don't be so Monotone: Relaxing Stochastic Line Search in Over-Parameterized Models.

Leonardo Galli, Holger Rauhut, Mark Schmidt

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Faster Convergence for Transformer Fine-tuning with Line Search Methods.

Philip Kenneweg, Leonardo Galli, Tristan Kenneweg, Barbara Hammer

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

A Study on Truncated Newton Methods for Linear Classification.

Leonardo Galli, Chih-Jen Lin

IEEE Trans. Neural Networks Learn. Syst., 2022

2021

Prescriptive analytics for inventory management in health care.

Leonardo Galli, Tommaso Levato, Fabio Schoen, Luca Tigli

J. Oper. Res. Soc., 2021

2020

A unified convergence framework for nonmonotone inexact decomposition methods.

Leonardo Galli, Alessandro Galligari, Marco Sciandrone

Comput. Optim. Appl., 2020

2018

A nonmonotone trust-region method for generalized Nash equilibrium and related problems with strong convergence properties.

Leonardo Galli, Christian Kanzow, Marco Sciandrone

Comput. Optim. Appl., 2018