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Direct Learning of Systematics-Aware Summary Statistics

<!--HTML-->Complex machine learning tools, such as deep neural networks and gradient boosting algorithms, are increasingly being used to construct powerful discriminative features for High Energy Physics analyses. These methods are typically trained with simulated or auxiliary data samples by...

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Detalles Bibliográficos
Autor principal: De Castro Manzano, Pablo
Lenguaje:eng
Publicado: 2018
Materias:
Acceso en línea:http://cds.cern.ch/record/2312998