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Leveraging universality of jet taggers through transfer learning

A significant challenge in the tagging of boosted objects via machine-learning technology is the prohibitive computational cost associated with training sophisticated models. Nevertheless, the universality of QCD suggests that a large amount of the information learnt in the training is common to dif...

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Detalles Bibliográficos
Autores principales: Dreyer, Frédéric A., Grabarczyk, Radosław, Monni, Pier Francesco
Lenguaje:eng
Publicado: 2022
Materias:
Acceso en línea:https://dx.doi.org/10.1140/epjc/s10052-022-10469-9
http://cds.cern.ch/record/2804029