269 citations · 2.2k across the 32 of their papers we have counts for
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hep-ph2018★ 17 cited
New Physics from High Energy Tops
Marco Farina, Cristina Mondino, Duccio Pappadopulo +1
Precision measurements of high energy top quarks at the LHC constitute a powerful probe of new physics. We study the effect of four fermion operators involving two tops and two lig…
hep-ph2018★ 269 cited
Searching for New Physics with Deep Autoencoders
Marco Farina, Yuichiro Nakai, David Shih
We introduce a potentially powerful new method of searching for new physics at the LHC, using autoencoders and unsupervised deep learning. The key idea of the autoencoder is that i…