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Unsupervised tagging of semivisible jets with normalized autoencoders in CMS
A particularly interesting application of autoencoders (AE) for High Energy Physics is their use as anomaly detection (AD) algorithms to perform a signal-agnostic search for new physics. This is achieved by training the AE on standard model physics and tagging potential signal events as anomalies. T...
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| Lenguaje: | eng |
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2023
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| Acceso en línea: | http://cds.cern.ch/record/2875735 |