@article{directregretoptimizationinbayesianoptimi,
  title = {Direct Regret Optimization in Bayesian Optimization},
  author = {Fengxue Zhang and Yuxin Chen},
  year = {2025},
  eprint = {2507.06529},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2507.06529},
}