Statistical Analysis of Nearest Neighbor Methods for Anomaly Detection

Xiaoyi Gu, Leman Akoglu, Alessandro Rinaldo. Statistical Analysis of Nearest Neighbor Methods for Anomaly Detection. In Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alché-Buc, Edward A. Fox, Roman Garnett, editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada. pages 10921-10931, 2019. [doi]

@inproceedings{GuAR19-0,
  title = {Statistical Analysis of Nearest Neighbor Methods for Anomaly Detection},
  author = {Xiaoyi Gu and Leman Akoglu and Alessandro Rinaldo},
  year = {2019},
  url = {http://papers.nips.cc/paper/9274-statistical-analysis-of-nearest-neighbor-methods-for-anomaly-detection},
  researchr = {https://researchr.org/publication/GuAR19-0},
  cites = {0},
  citedby = {0},
  pages = {10921-10931},
  booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada},
  editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alché-Buc and Edward A. Fox and Roman Garnett},
}