Model-Agnostic Search for New Physics in the Presence of Imperfect Background by Smearing the Data
In the search for new particles in high-energy physics, it is necessary to first define the signal region (SR) enriched in signal events, and then compare events in this region with the expected background distribution. While most existing search methods rely on prior domain knowledge of either the signal or the backgr...