Practical Bayesian optimization in the presence of outliers

Ruben Martinez-Cantin, Kevin Tee, Michael McCourt. Practical Bayesian optimization in the presence of outliers. In Amos J. Storkey, Fernando Pérez-Cruz, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain. Volume 84 of Proceedings of Machine Learning Research, pages 1722-1731, PMLR, 2018. [doi]

@inproceedings{Martinez-Cantin18,
  title = {Practical Bayesian optimization in the presence of outliers},
  author = {Ruben Martinez-Cantin and Kevin Tee and Michael McCourt},
  year = {2018},
  url = {http://proceedings.mlr.press/v84/martinez-cantin18a.html},
  researchr = {https://researchr.org/publication/Martinez-Cantin18},
  cites = {0},
  citedby = {0},
  pages = {1722-1731},
  booktitle = {International Conference on Artificial Intelligence and Statistics, AISTATS 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain},
  editor = {Amos J. Storkey and Fernando Pérez-Cruz},
  volume = {84},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}