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Giulia Ferrandi
Giulia Ferrandi
Ph.D. candidate, Eindhoven University of Technology, The Netherlands
E-mailová adresa ověřena na: tue.nl - Domovská stránka
Název
Citace
Citace
Rok
Farmland use transitions after the CAP greening: a preliminary analysis using Markov chains approach
D Bertoni, G Aletti, G Ferrandi, A Micheletti, D Cavicchioli, R Pretolani
Land Use Policy 79, 789-800, 2018
562018
A weighted test to detect the presence of a major change point in non-stationary Markov chains
A Micheletti, G Aletti, G Ferrandi, D Bertoni, D Cavicchioli, R Pretolani
Statistical Methods & Applications 29 (4), 899-912, 2020
82020
A harmonic framework for stepsize selection in gradient methods
G Ferrandi, ME Hochstenbach, N Krejić
Computational Optimization and Applications 85 (1), 75-106, 2023
62023
A homogeneous Rayleigh quotient with applications in gradient methods
G Ferrandi, ME Hochstenbach
Journal of Computational and Applied Mathematics 437, 115440, 2024
22024
On the trace ratio method and Fisher's discriminant analysis for robust multigroup classification
G Ferrandi, IV Kravchenko, ME Hochstenbach, MR Oliveira
arXiv preprint arXiv:2211.08120, 2022
22022
Limited memory gradient methods for unconstrained optimization
G Ferrandi, ME Hochstenbach
Numerical Algorithms, 1-30, 2024
12024
A subspace method for large-scale trace ratio problems
G Ferrandi, ME Hochstenbach, MR Oliveira
arXiv preprint arXiv:2402.02920, 2024
12024
Rayleigh Quotients in Gradient Methods and Linear Dimensionality Reduction
G Ferrandi
2024
Multigroup classification by a robust trace ratio method
MR Oliveira, G Ferrandi, I Kravchenko, ME Hochstenbach
Book of Abstracts 2023 (1), 119, 2023
2023
FRUITFULLY COMBINING LINEAR ALGEBRA, STATISTICS, OPTIMIZATION, AND DATA SCIENCE
G FERRANDI, P GIDISU, S HESS, M HOCHSTENBACH
KEY ENABLING TECHNOLOGY FOR SCIENTIFIC MACHINE LEARNING, 39, 0
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Články 1–10