NPLM-based classifiers and end-to-end NPLM outperform BDT-based anomaly detection at low signal injection on the LHCO and RODEM benchmarks, with lower variance across hyperparameters.
Improving new physics searches with diffusion models for event observables and jet constituents
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Robust resonant anomaly detection with NPLM
NPLM-based classifiers and end-to-end NPLM outperform BDT-based anomaly detection at low signal injection on the LHCO and RODEM benchmarks, with lower variance across hyperparameters.