Trials Factor for Semi-Supervised NN Classifiers in Searches for Narrow Resonances at the LHC

Benjamin Lieberman, Salah-Eddine Dahbi, Andreas Crivellin +4

To mitigate the model dependencies of searches for new narrow resonances at the Large Hadron Collider (LHC), semi-supervised Neural Networks (NNs) can be used. Unlike fully supervi…