Search Results for author: Francesco Marchetti

Found 4 papers, 2 papers with code

Operational solar flare forecasting via video-based deep learning

no code implementations12 Sep 2022 Sabrina Guastavino, Francesco Marchetti, Federico Benvenuto, Cristina Campi, Michele Piana

Operational flare forecasting aims at providing predictions that can be used to make decisions, typically at a daily scale, about the space weather impacts of flare occurrence.

SMEMO: Social Memory for Trajectory Forecasting

no code implementations23 Mar 2022 Francesco Marchetti, Federico Becattini, Lorenzo Seidenari, Alberto del Bimbo

Effective modeling of human interactions is of utmost importance when forecasting behaviors such as future trajectories.

Trajectory Forecasting

Score-oriented loss (SOL) functions

1 code implementation29 Mar 2021 Francesco Marchetti, Sabrina Guastavino, Michele Piana, Cristina Campi

Loss functions engineering and the assessment of forecasting performances are two crucial and intertwined aspects of supervised machine learning.

BIG-bench Machine Learning

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