End-to-End Jet Classification of Boosted Top Quarks with the CMS Open Data

Michael Andrews, Bjorn Burkle, Yi-fan Chen +10

We describe a novel application of the end-to-end deep learning technique to the task of discriminating top quark-initiated jets from those originating from the hadronization of a…