Optimal Equivariant Architectures from the Symmetries of Matrix-Element Likelihoods

Daniel Maître, Vishal S. Ngairangbam, Michael Spannowsky

The Matrix-Element Method (MEM) has long been a cornerstone of data analysis in high-energy physics. It leverages theoretical knowledge of parton-level processes and symmetries to…