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Reducing the dependence of the neural network function to systematic uncertainties in the input space

Applications of neural networks to data analyses in natural sciences are complicated by the fact that many inputs are subject to systematic uncertainties. To control the dependence of the neural network function to variations of the input space within these systematic uncertainties, several methods...

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Detalles Bibliográficos
Autores principales: Wunsch, Stefan, Jörger, Simon, Wolf, Roger, Quast, Günter
Lenguaje:eng
Publicado: 2019
Materias:
Acceso en línea:https://dx.doi.org/10.1007/s41781-020-00037-9
http://cds.cern.ch/record/2712045