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Comparing weak- and unsupervised methods for resonant anomaly detection

Abstract Anomaly detection techniques are growing in importance at the Large Hadron Collider (LHC), motivated by the increasing need to search for new physics in a model-agnostic way. In this work, we provide a detailed comparative study between a well-studied unsupervised method called the autoenco...

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Váldodahkkit: Jack H. Collins, Pablo Martín-Ramiro, Benjamin Nachman, David Shih
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: SpringerOpen 2021-07-01
Ráidu:European Physical Journal C: Particles and Fields
Liŋkkat:https://doi.org/10.1140/epjc/s10052-021-09389-x
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