Improving Variational Autoencoders for New Physics Detection at the LHC With Normalizing Flows

Pratik Jawahar, Thea Aarrestad, Nadezda Chernyavskaya, Maurizio Pierini, Kinga Anna Wozniak, Jennifer Ngadiuba, Javier M. Duarte, Steven Tsan. Improving Variational Autoencoders for New Physics Detection at the LHC With Normalizing Flows. Frontiers Big Data, 5:803685, 2022. [doi]

@article{JawaharACPWNDT22,
  title = {Improving Variational Autoencoders for New Physics Detection at the LHC With Normalizing Flows},
  author = {Pratik Jawahar and Thea Aarrestad and Nadezda Chernyavskaya and Maurizio Pierini and Kinga Anna Wozniak and Jennifer Ngadiuba and Javier M. Duarte and Steven Tsan},
  year = {2022},
  doi = {10.3389/fdata.2022.803685},
  url = {https://doi.org/10.3389/fdata.2022.803685},
  researchr = {https://researchr.org/publication/JawaharACPWNDT22},
  cites = {0},
  citedby = {0},
  journal = {Frontiers Big Data},
  volume = {5},
  pages = {803685},
}