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Score-oriented loss (SOL) functions

Score-oriented loss (SOL) functions

Pattern Recognition (Pattern Recogn.), 2021
29 March 2021
Francesco Marchetti
Sabrina Guastavino
Michele Piana
C. Campi
ArXiv (abs)PDFHTML

Papers citing "Score-oriented loss (SOL) functions"

8 / 8 papers shown
The Multiclass Score-Oriented Loss (MultiSOL) on the Simplex
The Multiclass Score-Oriented Loss (MultiSOL) on the Simplex
Francesco Marchetti
Edoardo Legnaro
Sabrina Guastavino
52
0
0
27 Nov 2025
Multiclass threshold-based classification
Multiclass threshold-based classification
Francesco Marchetti
Edoardo Legnaro
Sabrina Guastavino
129
0
0
16 May 2025
AnyLoss: Transforming Classification Metrics into Loss Functions
AnyLoss: Transforming Classification Metrics into Loss FunctionsKnowledge Discovery and Data Mining (KDD), 2024
Doheon Han
Nuno Moniz
Nitesh Chawla
196
4
0
23 May 2024
Forecasting Geoffective Events from Solar Wind Data and Evaluating the
  Most Predictive Features through Machine Learning Approaches
Forecasting Geoffective Events from Solar Wind Data and Evaluating the Most Predictive Features through Machine Learning ApproachesAstrophysical Journal (ApJ), 2024
Sabrina Guastavino
Katsiaryna Bahamazava
E. Perracchione
Fabiana Camattari
Gianluca Audone
...
R. Susino
G. Nicolini
S. Fineschi
Michele Piana
A. Massone
141
8
0
14 Mar 2024
A comprehensive theoretical framework for the optimization of neural
  networks classification performance with respect to weighted metrics
A comprehensive theoretical framework for the optimization of neural networks classification performance with respect to weighted metricsOptimization Letters (Optim. Lett.), 2023
Francesco Marchetti
Sabrina Guastavino
C. Campi
F. Benvenuto
Michele Piana
126
2
0
22 May 2023
Physics-driven machine learning for the prediction of coronal mass
  ejections' travel times
Physics-driven machine learning for the prediction of coronal mass ejections' travel timesAstrophysical Journal (ApJ), 2023
Sabrina Guastavino
Valentina Candiani
A. Bemporad
Francesco Marchetti
F. Benvenuto
A. Massone
R. Susino
D. Telloni
S. Fineschi
Michele Piana
109
12
0
17 May 2023
Operational solar flare forecasting via video-based deep learning
Operational solar flare forecasting via video-based deep learningFrontiers in Astronomy and Space Sciences (FASS), 2022
Sabrina Guastavino
Francesco Marchetti
F. Benvenuto
C. Campi
Michele Piana
142
16
0
12 Sep 2022
Prediction of severe thunderstorm events with ensemble deep learning and
  radar data
Prediction of severe thunderstorm events with ensemble deep learning and radar data
Sabrina Guastavino
Michele Piana
Marco Tizzi
F. Cassola
A. Iengo
D. Sacchetti
Enrico Solazzo
F. Benvenuto
169
38
0
20 Sep 2021
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