Multi-fidelity Gaussian Process Bandit Optimisation

Kirthevasan Kandasamy, Gautam Dasarathy, Junier B. Oliva, Jeff G. Schneider, Barnabás Póczos. Multi-fidelity Gaussian Process Bandit Optimisation. J. Artif. Intell. Res. (JAIR), 66:151-196, 2019. [doi]

@article{KandasamyDOSP19,
  title = {Multi-fidelity Gaussian Process Bandit Optimisation},
  author = {Kirthevasan Kandasamy and Gautam Dasarathy and Junier B. Oliva and Jeff G. Schneider and Barnabás Póczos},
  year = {2019},
  doi = {10.1613/jair.1.11288},
  url = {https://doi.org/10.1613/jair.1.11288},
  researchr = {https://researchr.org/publication/KandasamyDOSP19},
  cites = {0},
  citedby = {0},
  journal = {J. Artif. Intell. Res. (JAIR)},
  volume = {66},
  pages = {151-196},
}