Principled Bayesian Optimization in Collaboration with Human Experts

Wenjie Xu, Masaki Adachi, Colin N. Jones, Michael A. Osborne
2/3/2026

No official code found. Best implementation: ma921/COBOL (3 stars, last commit 2024-10-16).

Semantic Scholar

Code Implementations(1)

ma921/COBOLCommunity68%

(NeurIPS Spotlight 2024) Principled Bayesian Optimization in Collaboration with Human Experts

30Python, Jupyter NotebookMay 17, 20242 years ago

Cite this paper

@article{xu2026principled,
  title  = {Principled Bayesian Optimization in Collaboration with Human Experts},
  author = {Wenjie Xu and Masaki Adachi and Colin N. Jones and Michael A. Osborne},
  year   = {2026},
  url    = {https://www.semanticscholar.org/paper/f9172f770bd52a42dae1573bb0137a10b84decc8},
  journal = {NEURIPS 2024 2024}
}

Discussion