Sensitivity to New Physics Phenomena in Anomaly Detection: A Study of Untunable Hyperparameters
This paper systematically evaluates the sensitivity of four semi-supervised anomaly detection methods to untunable hyperparameters in the search for Beyond the Standard Model physics and proposes a robust, non-parametric permutation test for statistical assessment.