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@article{brochu2010tutorial,
title={A tutorial on Bayesian optimization of expensive cost functions, with application to active user modeling and hierarchical reinforcement learning},
author={Brochu, Eric and Cora, Vlad M and De Freitas, Nando},
journal={arXiv preprint arXiv:1012.2599},
year={2010}
}
@article{shahriari2016taking,
title={Taking the human out of the loop: A review of bayesian optimization},
author={Shahriari, Bobak and Swersky, Kevin and Wang, Ziyu and Adams, Ryan P and de Freitas, Nando},
journal={Proceedings of the IEEE},
volume={104},
number={1},
pages={148--175},
year={2016},
publisher={IEEE}
}