Signal dataset for Generator Based Inference (GBI) study
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This is the signal dataset used in the Generator Based Inference (GBI) study. This dataset is an extended version of dataset used in LHCO Olympics 2020 (https://zenodo.org/records/4536624) by extending jet1 and jet2 masses of signal samples from one fixed pair (100 GeV, 500 GeV) to 12 times 12 pairs between 50 and 600 GeV, in a 50 GeV step size. Comparing to the previous dataset used in Incorporating Physical Priors into Weakly-Supervised Anomaly Detection (PAWS) (https://zenodo.org/records/11188685), in this dataset each mass point contains at least 100k events in the signal region to make sure the normalization factor of the likelihood ratio from the pre-trained model is constant across all signals.
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Zenodo创建时间:
2025-05-30



