Giulia Ferrandi

According to our database, Giulia Ferrandi authored at least 6 papers between 2022 and 2025.

Collaborative distances:

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

2025

Limited memory gradient methods for unconstrained optimization.

Giulia Ferrandi, Michiel E. Hochstenbach

Numer. Algorithms, June, 2025

A subspace method for large-scale trace ratio problems.

Giulia Ferrandi, Michiel E. Hochstenbach, M. Rosário Oliveira

Comput. Stat. Data Anal., 2025

2024

A homogeneous Rayleigh quotient with applications in gradient methods.

Giulia Ferrandi, Michiel E. Hochstenbach

J. Comput. Appl. Math., February, 2024

2023

A harmonic framework for stepsize selection in gradient methods.

Giulia Ferrandi, Michiel E. Hochstenbach, Natasa Krejic

Comput. Optim. Appl., May, 2023

2022

On the trace ratio method and Fisher's discriminant analysis for robust multigroup classification.

Giulia Ferrandi, Igor V. Kravchenko, Michiel E. Hochstenbach, M. Rosário Oliveira

CoRR, 2022

A harmonic framework for stepsize selectionin gradient methods.

Giulia Ferrandi, Michiel E. Hochstenbach, Natasa Krejic

CoRR, 2022