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Learning Multivariate New Physics

We discuss a method that employs a multilayer perceptron to detect deviations from a reference model in large multivariate datasets. Our data analysis strategy does not rely on any prior assumption on the nature of the deviation. It is designed to be sensitive to small discrepancies that arise in da...

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Detalles Bibliográficos
Autores principales: D'Agnolo, Raffaele Tito, Grosso, Gaia, Pierini, Maurizio, Wulzer, Andrea, Zanetti, Marco
Lenguaje:eng
Publicado: 2019
Materias:
Acceso en línea:https://dx.doi.org/10.1140/epjc/s10052-021-08853-y
http://cds.cern.ch/record/2706696