Adversarially Robust Optimization with Gaussian Processes

Ilija Bogunovic, Jonathan Scarlett, Stefanie Jegelka, Volkan Cevher. Adversarially Robust Optimization with Gaussian Processes. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 5765-5775, 2018. [doi]

@inproceedings{BogunovicSJC18,
  title = {Adversarially Robust Optimization with Gaussian Processes},
  author = {Ilija Bogunovic and Jonathan Scarlett and Stefanie Jegelka and Volkan Cevher},
  year = {2018},
  url = {http://papers.nips.cc/paper/7818-adversarially-robust-optimization-with-gaussian-processes},
  researchr = {https://researchr.org/publication/BogunovicSJC18},
  cites = {0},
  citedby = {0},
  pages = {5765-5775},
  booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada},
  editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicolò Cesa-Bianchi and Roman Garnett},
}