@article{bayesianoptimizationissuperiortorandom,
  title = {Bayesian Optimization is Superior to Random Search for Machine Learning Hyperparameter Tuning: Analysis of the Black-Box Optimization Challenge 2020},
  author = {Ryan Turner and David Eriksson and Michael McCourt and Juha Kiili and Eero Laaksonen and Zhen Xu and Isabelle Guyon},
  year = {2021},
  eprint = {2104.10201},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2104.10201v2},
}