375 citations · 7.8k across the 182 of their papers we have counts for
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Jet-Images -- Deep Learning Edition
Luke de Oliveira, Michael Kagan, Lester Mackey +2
Building on the notion of a particle physics detector as a camera and the collimated streams of high energy particles, or jets, it measures as an image, we investigate the potentia…
Fuzzy Jets
Lester Mackey, Benjamin Nachman, Ariel Schwartzman +1
Collimated streams of particles produced in high energy physics experiments are organized using clustering algorithms to form jets. To construct jets, the experimental collaboratio…
Superposition Coding is Almost Always Optimal for the Poisson Broadcast Channel
Hyeji Kim, Benjamin Nachman, Abbas El Gamal
This paper shows that the capacity region of the continuous-time Poisson broadcast channel is achieved via superposition coding for most channel parameter values. Interestingly, th…
Less is More when Gluinos Mediate
Benjamin Nachman
Compressed mass spectra are generally more difficult to identify than spectra with large splittings. In particular, gluino pair production with four high energy top or bottom quark…
Towards an Understanding of the Correlations in Jet Substructure
D. Adams, A. Arce, L. Asquith +83
Over the past decade, a large number of jet substructure observables have been proposed in the literature, and explored at the LHC experiments. Such observables attempt to utilize…