Surrogating the Surrogate: Accelerating Gaussian-Process-Based Global Optimization with a Mixture Cross-Entropy Algorithm

Bardenet and Kégl. "Surrogating the Surrogate: Accelerating Gaussian-Process-Based Global Optimization with a Mixture Cross-Entropy Algorithm." International Conference on Machine Learning, 2010.

[Bardenet and Kégl. "Surrogating the Surrogate: Accelerating Gaussian-Process-Based Global Optimization with a Mixture Cross-Entropy Algorithm." International Conference on Machine Learning, 2010.](https://mlanthology.org/icml/2010/bardenet2010icml-surrogating/)

@inproceedings{bardenet2010icml-surrogating,
  title     = {{Surrogating the Surrogate: Accelerating Gaussian-Process-Based Global Optimization with a Mixture Cross-Entropy Algorithm}},
  author    = {Bardenet, Rémi and Kégl, Balázs},
  booktitle = {International Conference on Machine Learning},
  year      = {2010},
  pages     = {55-62},
  url       = {https://mlanthology.org/icml/2010/bardenet2010icml-surrogating/}
}