240 citations · 286 across the 4 of their papers we have counts for
3 papers · 1 filter
Sensing Higgs cascade decays through memory
Christoph Englert, Malcolm Fairbairn, Michael Spannowsky +2
Beyond the Standard Model scenarios with extensions of the Higgs sector typically predict new resonances that can undergo a series of cascade decays to detectable Standard Model pa…
The Machine Learning Landscape of Top Taggers
G. Kasieczka, T. Plehn, A. Butter +24
Based on the established task of identifying boosted, hadronically decaying top quarks, we compare a wide range of modern machine learning approaches. Unlike most established metho…
Reports of My Demise Are Greatly Exaggerated: -subjettiness Taggers Take On Jet Images
Liam Moore, Karl Nordström, Sreedevi Varma +1
We compare the performance of a convolutional neural network (CNN) trained on jet images with dense neural networks (DNNs) trained on n-subjettiness variables to study the distingu…