@article{randomsearchhyperparametertuningexpected,
  title = {Random Search Hyper-Parameter Tuning: Expected Improvement Estimation and the Corresponding Lower Bound},
  author = {Dan Navon and Alex M. Bronstein},
  year = {2022},
  eprint = {2208.08170},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2208.08170v1},
}