307 citations · 2.2k across the 35 of their papers we have counts for
Showing 2019Show all
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hep-ph2019★ 30 cited
Probing the nature of the top quark Yukawa at hadron colliders
Darius A. Faroughy, Jernej F. Kamenik, Nejc Košnik +1
We analyze the prospects of probing the -odd interaction at the LHC and its projected upgrades, the high-luminosity and high-energy LHC, directly usi…
hep-ph2019★ 111 cited
Uncovering latent jet substructure
Barry M. Dillon, Darius A. Faroughy, Jernej F. Kamenik
We apply techniques from Bayesian generative statistical modeling to uncover hidden features in jet substructure observables that discriminate between different a priori unknown un…
hep-ph2019★ 240 cited
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…