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Identifying the relevant dependencies of the neural network response on characteristics of the input space

<!--HTML-->The use of neural networks in physics analyses poses new challenges for the estimation of systematic uncertainties. Since the key to a proper estimation of uncertainties is the precise understanding of the algorithm, novel methods for the detailed study of the trained neural network...

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Detalles Bibliográficos
Autor principal: Wunsch, Stefan
Lenguaje:eng
Publicado: 2018
Materias:
Acceso en línea:http://cds.cern.ch/record/2312450