Leonardo Galli

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Decomposition Method

Nash Equilibrium

Top Venues

Comput. Optim. Appl.

IEEE Trans. Neural Networks Learn. Syst.

J. Oper. Res. Soc.

Publications

Philip Kenneweg, Leonardo Galli, Tristan Kenneweg, Barbara Hammer
Faster Convergence for Transformer Fine-tuning with Line Search Methods. CoRR (2024)
Leonardo Galli, Holger Rauhut, Mark Schmidt
Don't be so Monotone: Relaxing Stochastic Line Search in Over-Parameterized Models. CoRR (2023)
Leonardo Galli, Holger Rauhut, Mark Schmidt
Don't be so Monotone: Relaxing Stochastic Line Search in Over-Parameterized Models. NeurIPS (2023)
Philip Kenneweg, Leonardo Galli, Tristan Kenneweg, Barbara Hammer
Faster Convergence for Transformer Fine-tuning with Line Search Methods. IJCNN (2023)
Leonardo Galli, Chih-Jen Lin
A Study on Truncated Newton Methods for Linear Classification. IEEE Trans. Neural Networks Learn. Syst. 33 (7) (2022)
Leonardo Galli, Tommaso Levato, Fabio Schoen, Luca Tigli
Prescriptive analytics for inventory management in health care. J. Oper. Res. Soc. 72 (10) (2021)
Leonardo Galli, Alessandro Galligari, Marco Sciandrone
A unified convergence framework for nonmonotone inexact decomposition methods. Comput. Optim. Appl. 75 (1) (2020)
Leonardo Galli, Christian Kanzow, Marco Sciandrone
A nonmonotone trust-region method for generalized Nash equilibrium and related problems with strong convergence properties. Comput. Optim. Appl. 69 (3) (2018)