Reports of my demise are greatly exaggerated: $N$-subjettiness taggers take on jet images

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 distinguishing power of these two separate techniques applied to top quark decays. We find that they perform almost identical...

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书目详细资料
主要作者: Liam Moore, Karl Nordström, Sreedevi Varma, Malcolm Fairbairn
格式: 文件
语言:English
出版: SciPost 2019-09-01
丛编:SciPost Physics
在线阅读:https://scipost.org/SciPostPhys.7.3.036