Effective LHC measurements with matrix elements and machine learning

Johann Brehmer, Kyle Cranmer, Irina Espejo +3

One major challenge for the legacy measurements at the LHC is that the likelihood function is not tractable when the collected data is high-dimensional and the detector response ha…