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Investigation of robustness of b-Tagging algorithms for the CMS Experiment

With great success, deep learning as one form of machine learning is utilized for various ap- plications and shows its benefits also in the field of high-energy physics, or more specifically, for jet flavour tagging. At the same time, studies on AI safety show the susceptibility of neural networks,...

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Detalles Bibliográficos
Autor principal: Stein, Annika
Lenguaje:eng
Publicado: 2023
Materias:
Acceso en línea:http://cds.cern.ch/record/2862786

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