@article{bayesianoptimizationfromhumanfeedback,
  title = {Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds},
  author = {Aya Kayal and Sattar Vakili and Laura Toni and Da-Shan Shiu and Alberto Bernacchia},
  year = {2025},
  eprint = {2505.23673},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.23673v1},
}