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Title: The Machine Learning landscape of top taggers
Based on the established task of identifying boosted, hadronicallydecaying top quarks, we compare a wide range of modern machine learningapproaches. Unlike most established methods they rely on low-levelinput, for instance calorimeter output. While their networkarchitectures are vastly different, their performance is comparativelysimilar. In general, we find that these new approaches are extremelypowerful and great fun.  more » « less
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SciPost Physics
Medium: X
Sponsoring Org:
National Science Foundation
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  1. Abstract

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