BENVENUTO, FEDERICO
BENVENUTO, FEDERICO
100021 - Dipartimento di Matematica
"PRESOL: a web-based computational setting for feature-based flare forecasting"
2025-01-01 Curletto, Chiara; Massa, Paolo; Tagliafico, Valeria; Campi, Cristina; Benvenuto, Federico; Piana, Michele; Tacchino, Andrea
A comprehensive theoretical framework for the optimization of neural networks classification performance with respect to weighted metrics
2024-01-01 Marchetti, F.; Guastavino, S.; Campi, C.; Benvenuto, F.; Piana, M.
A consistent and numerically efficient variable selection method for sparse Poisson regression with applications to learning and signal recovery
2019-01-01 Guastavino, Sabrina; Benvenuto, Federico
A discrepancy principle for the Landweber iteration based on risk minimization
2019-01-01 Benvenuto, F.; Campi, C.
A Hybrid Supervised/Unsupervised Machine Learning Approach to Solar Flare Prediction
2018-01-01 Benvenuto, Federico; Piana, Michele; Campi, Cristina; Massone, Anna Maria
A hybrid time-frequency parametric modelling of medical ultrasound signal transmission
2023-01-01 Razzetta, Chiara; Candiani, Valentina; Crocco, Marco; Benvenuto, Federico
A mathematical model for image saturation with an application to the restoration of solar images via adaptive sparse deconvolution
2020-01-01 Guastavino, S.; Benvenuto, F.
A Parameter Choice Rule for Tikhonov Regularization Based on Predictive Risk
2020-01-01 Benvenuto, Federico; Jin, Bangti
A robust inversion method according to a new notion of regularization for poisson data with an application to nanoparticle volume determination
2016-01-01 Benvenuto, F.; Haddar, H.; Lantz, B.
A stochastic approach to delays optimization for narrowband transmit beam pattern in medical ultrasound
2024-01-01 Razzetta, Chiara; Candiani, Valentina; Crocco, Marco; Benvenuto, Federico
A study on regularization for discrete inverse problems with model-dependent noise
2017-01-01 Benvenuto, Federico
AI-Based Modular Warning Machine for Risk Identification in Proximity Healthcare
2025-01-01 Razzetta, Chiara; Noei, Shahryar; Barbarossa, Federico; Spairani, Edoardo; Roascio, Monica; Barbi, Elisa; Ciacci, Giulia; Sommariva, Sara; Guastavino, Sabrina; Piana, Michele; Lenge, Matteo; Arnulfo, Gabriele; Magenes, Giovanni; Maranesi, Elvira; Amabili, Giulio; Massone, Anna Maria; Benvenuto, Federico; Jurman, Giuseppe; Sona, Diego; Campi, Cristina
An interpolation/extrapolation approach to X-ray imaging of solar flares
2012-01-01 Allavena, S; Piana, Michele; Benvenuto, F; Massone, A. M.
Approximation of discontinuous inverse operators with neural networks
2022-01-01 Massa, P.; Garbarino, S.; Benvenuto, F.
ASPIS prototype for causal chains of space weather phenomena
2024-01-01 Molinaro, Marco; Formato, Valerio; Magnafico, Carmelo; Benvenuto, Federico; Stumpo, Mirko; Liu, Scige'; Scardigli, Stefano; Vigliano, Loredana; Del Moro, Dario; Laurenza, Monica
Bad and Good Errors: Value-Weighted Skill Scores in Deep Ensemble Learning
2022-01-01 Guastavino, Sabrina; Piana, Michele; Benvenuto, Federico
Combined Newton-Gradient Method for Constrained Root-Finding in Chemical Reaction Networks
2023-01-01 Berra, S; La Torraca, A; Benvenuto, F; Sommariva, S
Computational quantification of global effects induced by mutations and drugs in signaling networks of colorectal cancer cells
2021-01-01 Sommariva, S.; Caviglia, G.; Ravera, S.; Frassoni, F.; Benvenuto, F.; Tortolina, L.; Castagnino, N.; Parodi, S.; Piana, M.
Convergence Rates of Spectral Regularization Methods: A Comparison between Ill-Posed Inverse Problems and Statistical Kernel Learning
2020-01-01 Guastavino, Sabrina; Benvenuto, Federico
Count-based imaging model for the Spectrometer/Telescope for Imaging X-rays (STIX) in Solar Orbiter
2019-01-01 Massa, Paolo; Piana, M.; Massone, A. M.; Benvenuto, F.