489 citations · 1.8k across the 28 of their papers we have counts for
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physics.data-an2024★ 3 cited
Variational Autoencoders for At-Source Data Reduction and Anomaly Detection in High Energy Particle Detectors
Alexander Yue, Haoyi Jia, Julia Gonski
Detectors in next-generation high-energy physics experiments face several daunting requirements, such as high data rates, damaging radiation exposure, and stringent constraints on…
hep-ph2024★ 3 cited
Semi-supervised permutation invariant particle-level anomaly detection
Gabriel Matos, Elena Busch, Ki Ryeong Park +1
The development of analysis methods to distinguish potential beyond the Standard Model phenomena in a model-agnostic way can significantly enhance the discovery reach in collider e…