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Reducing the Biases in Machine Learning Algorithms for Higgs Physics

This report examines the reduction of classification uncertainty for Higgs bosons produced in vector boson fusion (VBF) which decay via the diphoton channel. ATLAS reports a high uncertainty in the measured standard model (SM) Higgs to vector boson coupling strengths. An adversarial neural network (...

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Detalles Bibliográficos
Autor principal: Katsarov, Stefan
Lenguaje:eng
Publicado: 2023
Materias:
Acceso en línea:http://cds.cern.ch/record/2866920

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