Sabrina Guastavino
Orcid: 0000-0001-7047-1148
According to our database1,
Sabrina Guastavino
authored at least 14 papers
between 2019 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Stat. Comput., October, 2024
IEEE Trans. Neural Networks Learn. Syst., February, 2024
Forecasting Geoffective Events from Solar Wind Data and Evaluating the Most Predictive Features through Machine Learning Approaches.
CoRR, 2024
CoRR, 2024
2023
A comprehensive theoretical framework for the optimization of neural networks classification performance with respect to weighted metrics.
CoRR, 2023
Physics-driven machine learning for the prediction of coronal mass ejections' travel times.
CoRR, 2023
2022
2021
Implementation paradigm for supervised flare forecasting studies: a deep learning application with video data.
CoRR, 2021
CoRR, 2021
2020
Convergence Rates of Spectral Regularization Methods: A Comparison between Ill-Posed Inverse Problems and Statistical Kernel Learning.
SIAM J. Numer. Anal., 2020
2019
A consistent and numerically efficient variable selection method for sparse Poisson regression with applications to learning and signal recovery.
Stat. Comput., 2019