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physics.data-an2024★ 108 cited
The CMS statistical analysis and combination tool: COMBINE
CMS Collaboration
This paper describes the COMBINE software package used for statistical analyses by the CMS Collaboration. The package, originally designed to perform searches for a Higgs boson and…
physics.data-an2020★ 12 cited
On the impact of selected modern deep-learning techniques to the performance and celerity of classification models in an experimental high-energy physics use case
Giles Chatham Strong
Beginning from a basic neural-network architecture, we test the potential benefits offered by a range of advanced techniques for machine learning, in particular deep learning, in t…