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Signal-agnostic Optimization of Normalized Autoencoders for Model Independent Searches
A particularly interesting application of autoencoders (AE) for HEP 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. The use of an AE...
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| Lenguaje: | eng |
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2023
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| Acceso en línea: | http://cds.cern.ch/record/2871591 |