S. Guastavino

发表

Operational solar flare forecasting via video-based deep learning

F. Benvenuto, C. Campi, M. Piana, 2022, Frontiers in Astronomy and Space Sciences.

On the connection between supervised learning and linear inverse problems.

F. Benvenuto, Sabrina Guastavino, S. Guastavino, 2018, 1807.11406.

Score-oriented loss (SOL) functions pdf

Michele Piana, Cristina Campi, Sabrina Guastavino, 2021, Pattern Recognit..

A consistent and numerically efficient variable selection method for sparse Poisson regression with applications to learning and signal recovery

Federico Benvenuto, Sabrina Guastavino, F. Benvenuto, 2018, Stat. Comput..

Convergence Rates of Spectral Regularization Methods: A Comparison between Ill-Posed Inverse Problems and Statistical Kernel Learning

Federico Benvenuto, Sabrina Guastavino, F. Benvenuto, 2020, SIAM J. Numer. Anal..

Prediction of severe thunderstorm events with ensemble deep learning and radar data pdf

Michele Piana, Federico Benvenuto, Sabrina Guastavino, 2021, Scientific Reports.

A comprehensive theoretical framework for the optimization of neural networks classification performance with respect to weighted metrics

F. Benvenuto, C. Campi, S. Guastavino, 2023, ArXiv.

Physics-driven machine learning for the prediction of coronal mass ejections' travel times

F. Benvenuto, S. Fineschi, M. Piana, 2023, ArXiv.

Flare-forecasting Algorithms Based on High-gradient Polarity Inversion Lines in Active Regions

F. Benvenuto, F. Berrilli, C. Campi, 2021, The Astrophysical Journal.

Validation of an Automated System for the Extraction of a Wide Dataset for Clinical Studies Aimed at Improving the Early Diagnosis of Candidemia

C. Campi, M. Bassetti, A. Marchese, 2023, Diagnostics.

A consistent and numerically efficient variable selection method for sparse Poisson regression with applications to learning and signal recovery

F. Benvenuto, S. Guastavino, 2018, Statistics and Computing.

The STIX Imaging Concept

F. Benvenuto, A. Warmuth, E. Perracchione, 2023, Solar Physics.

Prediction of Solar Energetic Events Impacting Space Weather Conditions

Dustin J. Kempton, F. Benvenuto, M. Piana, 2024, Advances in Space Research.

Greedy feature selection: Classifier-dependent feature selection via greedy methods

E. Perracchione, S. Guastavino, Fabiana Camattari, 2024, ArXiv.

On the connection between supervised learning and linear inverse problems.

F. Benvenuto, S. Guastavino, 2018, 1807.11406.