@article{gradientbasedsampleselectionforfaster,
  title = {Gradient-based Sample Selection for Faster Bayesian Optimization},
  author = {Qiyu Wei and Haowei Wang and Zirui Cao and Songhao Wang and Richard Allmendinger and Mauricio A Álvarez},
  year = {2025},
  eprint = {2504.07742},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2504.07742v2},
}