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Adversarial Neural Network-based data-simulation corrections for jet-tagging at CMS

Variable-dependent scale factors are commonly used in HEP to improve shape agreement of data and simulation. The choice of the underlying model is of great importance, but often requires a lot of manual tuning e.g. of bin sizes or fitted functions. This can be alleviated through the use of neural ne...

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Detalles Bibliográficos
Autor principal: Fischer, Benjamin
Lenguaje:eng
Publicado: 2019
Materias:
Acceso en línea:http://cds.cern.ch/record/2797733