Batched Large-scale Bayesian Optimization in High-dimensional Spaces. Wang, Z., Gehring, C., Kohli, P., & Jegelka, S. In International Conference on Artificial Intelligence and Statistics (AISTATS), 2018.
Batched Large-scale Bayesian Optimization in High-dimensional Spaces [link]Pdf  bibtex   
@InProceedings{wang18aistats,
  author = 	 {Zi Wang and Clement Gehring and Pushmeet Kohli and Stefanie Jegelka},
  title = 	 {Batched Large-scale Bayesian Optimization in High-dimensional Spaces},
  booktitle = {International Conference on Artificial Intelligence and Statistics (AISTATS)},
  year = 	 2018,
  url_pdf = {https://arxiv.org/abs/1706.01445}}

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