Variational autoencoders for anomalous jet tagging

HIGHLIGHTS

  • who: Taoli Cheng and colleagues from the , St-Urbain, No200, Montreal, Quebec H S , Canada University of have published the article: Variational autoencoders for anomalous jet tagging, in the Journal: (JOURNAL) of 29/09/2020
  • what: To build a performant mass-decorrelated anomalous jet tagger the authors propose the outlier exposed VAE (OE-VAE) for which some outlier samples are introduced in the training process to guide the learned information. The authors provide here some mathematical foundation of VAEs . The authors focus on reporting results for u03b2=0.1 in this work. The authors examine . . .

     

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