GUASTAVINO, SABRINA
GUASTAVINO, SABRINA
100021 - Dipartimento di Matematica
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 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.
Bad and Good Errors: Value-Weighted Skill Scores in Deep Ensemble Learning
2022-01-01 Guastavino, Sabrina; Piana, Michele; Benvenuto, Federico
Convergence Rates of Spectral Regularization Methods: A Comparison between Ill-Posed Inverse Problems and Statistical Kernel Learning
2020-01-01 Guastavino, Sabrina; Benvenuto, Federico
Desaturating SDO/AIA Observations of Solar Flaring Storms
2019-01-01 Guastavino, S.; Piana, M.; Massone, A. M.; Schwartz, R.; Benvenuto, F.
Flare forecasting and feature ranking using SDO/HMI data
2019-01-01 Piana, M.; Campi, C.; Benvenuto, F.; Guastavino, S.; Massone, A. M.
Flare-forecasting Algorithms Based on High-gradient Polarity Inversion Lines in Active Regions
2021-01-01 Cicogna, D.; Berrilli, F.; Calchetti, D.; Del Moro, D.; Giovannelli, L.; Benvenuto, F.; Campi, C.; Guastavino, S.; Piana, M.
Implementation paradigm for supervised flare forecasting studies: A deep learning application with video data
2022-01-01 Guastavino, S.; Marchetti, F.; Benvenuto, F.; Campi, C.; Piana, M.
Learning and inverse problems: from theory to solar physics applications
2020-03-02 Guastavino, Sabrina
Operational solar flare forecasting via video-based deep learning
2022-01-01 Guastavino, S.; Marchetti, F.; Benvenuto, F.; Campi, C.; Piana, M.
Physics-driven Machine Learning for the Prediction of Coronal Mass Ejections’ Travel Times
2023-01-01 Guastavino, Sabrina; Candiani, Valentina; Bemporad, Alessandro; Marchetti, Francesco; Benvenuto, Federico; Massone, Anna Maria; Mancuso, Salvatore; Susino, Roberto; Telloni, Daniele; Fineschi, Silvano; Piana, Michele
Prediction Capability of Geomagnetic Events from Solar Wind Data Using Neural Networks
2023-01-01 Telloni, Daniele; Schiavo, Maurizio Lo; Magli, Enrico; Fineschi, Silvano; Guastavino, Sabrina; Nicolini, Gianalfredo; Susino, Roberto; Giordano, Silvio; Amadori, Francesco; Candiani, Valentina; Massone, Anna Maria; Piana, Michele
Prediction of severe thunderstorm events with ensemble deep learning and radar data
2022-01-01 Guastavino, S.; Piana, M.; Tizzi, M.; Cassola, F.; Iengo, A.; Sacchetti, D.; Solazzo, E.; Benvenuto, F.
Score-Oriented Loss (SOL) functions
2022-01-01 Marchetti, F.; Guastavino, S.; Piana, M.; Campi, C.
Validation of an Automated System for the Extraction of a Wide Dataset for Clinical Studies Aimed at Improving the Early Diagnosis of Candidemia
2023-01-01 Giacobbe, DANIELE ROBERTO; Mora, Sara; Signori, Alessio; Russo, Chiara; Brucci, Giorgia; Campi, Cristina; Guastavino, Sabrina; Marelli, Cristina; Limongelli, Alessandro; Vena, Antonio; Mikulska, Malgorzata; Marchese, Anna; DI BIAGIO, Antonio; Giacomini, Mauro; Bassetti, Matteo
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A consistent and numerically efficient variable selection method for sparse Poisson regression with applications to learning and signal recovery | 1-gen-2019 | Guastavino, Sabrina; Benvenuto, Federico | |
| A mathematical model for image saturation with an application to the restoration of solar images via adaptive sparse deconvolution | 1-gen-2020 | Guastavino, S.; Benvenuto, F. | |
| Bad and Good Errors: Value-Weighted Skill Scores in Deep Ensemble Learning | 1-gen-2022 | Guastavino, Sabrina; Piana, Michele; Benvenuto, Federico | |
| Convergence Rates of Spectral Regularization Methods: A Comparison between Ill-Posed Inverse Problems and Statistical Kernel Learning | 1-gen-2020 | Guastavino, Sabrina; Benvenuto, Federico | |
| Desaturating SDO/AIA Observations of Solar Flaring Storms | 1-gen-2019 | Guastavino, S.; Piana, M.; Massone, A. M.; Schwartz, R.; Benvenuto, F. | |
| Flare forecasting and feature ranking using SDO/HMI data | 1-gen-2019 | Piana, M.; Campi, C.; Benvenuto, F.; Guastavino, S.; Massone, A. M. | |
| Flare-forecasting Algorithms Based on High-gradient Polarity Inversion Lines in Active Regions | 1-gen-2021 | Cicogna, D.; Berrilli, F.; Calchetti, D.; Del Moro, D.; Giovannelli, L.; Benvenuto, F.; Campi, C.; Guastavino, S.; Piana, M. | |
| Implementation paradigm for supervised flare forecasting studies: A deep learning application with video data | 1-gen-2022 | Guastavino, S.; Marchetti, F.; Benvenuto, F.; Campi, C.; Piana, M. | |
| Learning and inverse problems: from theory to solar physics applications | 2-mar-2020 | Guastavino, Sabrina | |
| Operational solar flare forecasting via video-based deep learning | 1-gen-2022 | Guastavino, S.; Marchetti, F.; Benvenuto, F.; Campi, C.; Piana, M. | |
| Physics-driven Machine Learning for the Prediction of Coronal Mass Ejections’ Travel Times | 1-gen-2023 | Guastavino, Sabrina; Candiani, Valentina; Bemporad, Alessandro; Marchetti, Francesco; Benvenuto, Federico; Massone, Anna Maria; Mancuso, Salvatore; Susino, Roberto; Telloni, Daniele; Fineschi, Silvano; Piana, Michele | |
| Prediction Capability of Geomagnetic Events from Solar Wind Data Using Neural Networks | 1-gen-2023 | Telloni, Daniele; Schiavo, Maurizio Lo; Magli, Enrico; Fineschi, Silvano; Guastavino, Sabrina; Nicolini, Gianalfredo; Susino, Roberto; Giordano, Silvio; Amadori, Francesco; Candiani, Valentina; Massone, Anna Maria; Piana, Michele | |
| Prediction of severe thunderstorm events with ensemble deep learning and radar data | 1-gen-2022 | Guastavino, S.; Piana, M.; Tizzi, M.; Cassola, F.; Iengo, A.; Sacchetti, D.; Solazzo, E.; Benvenuto, F. | |
| Score-Oriented Loss (SOL) functions | 1-gen-2022 | Marchetti, F.; Guastavino, S.; Piana, M.; Campi, C. | |
| Validation of an Automated System for the Extraction of a Wide Dataset for Clinical Studies Aimed at Improving the Early Diagnosis of Candidemia | 1-gen-2023 | Giacobbe, DANIELE ROBERTO; Mora, Sara; Signori, Alessio; Russo, Chiara; Brucci, Giorgia; Campi, Cristina; Guastavino, Sabrina; Marelli, Cristina; Limongelli, Alessandro; Vena, Antonio; Mikulska, Malgorzata; Marchese, Anna; DI BIAGIO, Antonio; Giacomini, Mauro; Bassetti, Matteo |