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physics.data-an2026
Learning to bin: differentiable and Bayesian optimization for multi-dimensional discriminants in high-energy physics
Johannes Erdmann, Nitish Kumar Kasaraguppe, Florian Mausolf
Categorizing events using discriminant observables is central to many high-energy physics analyses. Yet, bin boundaries are often chosen manually. A simple, popular choice in multi…
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…