Exploring unsupervised top tagging using Bayesian inference

Recognizing hadronically decaying top-quark jets in a sample of jets, or even its total fraction in the sample, is an important step in many LHC searches for Standard Model and Beyond Standard Model physics as well. Although there exists outstanding top-tagger algorithms, their construction and thei...

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Bibliographic Details
Main Author: Ezequiel Alvarez, Manuel Szewc, Alejandro Szynkman, Santiago A. Tanco, Tatiana Tarutina
Format: Article
Language:English
Published: SciPost 2023-06-01
Series:SciPost Physics Core
Online Access:https://scipost.org/SciPostPhysCore.6.2.046