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.
Classifying anomalies through outer density estimation
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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.