MARCHETTI, FRANCESCO
MARCHETTI, FRANCESCO
Dipartimento di Matematica "Tullio Levi-Civita" - DM
A comprehensive theoretical framework for the optimization of neural networks classification performance with respect to weighted metrics
2024 Marchetti, F.; Guastavino, S.; Campi, C.; Benvenuto, F.; Piana, M.
A fast surrogate cross validation algorithm for meshfree RBF collocation approaches
2024 Marchetti, F.
Classifier-dependent feature selection via greedy methods
2024 Camattari, F.; Guastavino, S.; Marchetti, F.; Piana, M.; Perracchione, E.
DATA-DRIVEN KERNEL DESIGNS FOR OPTIMIZED GREEDY SCHEMES: A MACHINE LEARNING PERSPECTIVE
2024 Wenzel, T.; Marchetti, F.; Perracchione, E.
Mapped Variably Scaled Kernels: Applications to Solar Imaging
2023 Marchetti, F.; Perracchione, E.; Volpara, A.; Massone, A. M.; De Marchi, S.; Piana, M.
More properties of (β,γ)-Chebyshev functions and points
2023 De Marchi, S.; Elefante, G.; Marchetti, F.; Mariethoz, J. -Z.
Moving least squares approximation using variably scaled discontinuous weight function
2023 Karimnejad Esfahani, M; De Marchi, S; Marchetti, F.
On Kosloff Tal-Ezer least-squares quadrature formulas
2023 Cappellazzo, G.; Erb, W.; Marchetti, F.; Poggiali, D.
Physics-driven Machine Learning for the Prediction of Coronal Mass Ejections’ Travel Times
2023 Guastavino, S.; Candiani, V.; Bemporad, A.; Marchetti, F.; Benvenuto, F.; Massone, A. M.; Mancuso, S.; Susino, R.; Telloni, D.; Fineschi, S.; Piana, M.
A note on the usage of the pinv MATLAB function
2022 Marchetti, F.
A stochastic extended Rippa's algorithm for LpOCV
2022 Ling, L.; Marchetti, F.
Convergence Results in Image Interpolation With the Continuous SSIM
2022 Marchetti, Francesco; Santin, Gabriele
Efficient Reduced Basis Algorithm (ERBA) for Kernel-Based Approximation
2022 Marchetti, F.; Perracchione, E.
Implementation paradigm for supervised flare forecasting studies: A deep learning application with video data
2022 Guastavino, S.; Marchetti, F.; Benvenuto, F.; Campi, C.; Piana, M.
Interpolation with the polynomial kernels
2022 Elefante, G.; Erb, W.; Marchetti, F.; Perracchione, E.; Poggiali, D.; Santin, G.
Local-to-Global Support Vector Machines (LGSVMs)
2022 Marchetti, F.; Perracchione, E.
Operational solar flare forecasting via video-based deep learning
2022 Guastavino, S.; Marchetti, F.; Benvenuto, F.; Campi, C.; Piana, M.
Polynomial mapped bases: theory and applications
2022 DE MARCHI, Stefano; Elefante, Giacomo; Francomano, Elisa; Marchetti, Francesco
Score-Oriented Loss (SOL) functions
2022 Marchetti, F.; Guastavino, S.; Piana, M.; Campi, C.
Variably Scaled Persistence Kernels (VSPKs) for persistent homology applications
2022 De Marchi, Stefano; Lot, Federico; Marchetti, Francesco; Poggiali, Davide