Open Source Vizier: Distributed Infrastructure and API for Reliable and Flexible Blackbox Optimization

Xingyou Song, Sagi Perel, Chansoo Lee, Greg Kochanski, Daniel Golovin. Open Source Vizier: Distributed Infrastructure and API for Reliable and Flexible Blackbox Optimization. In Isabelle Guyon, Marius Lindauer, Mihaela van der Schaar, Frank Hutter, Roman Garnett, editors, International Conference on Automated Machine Learning, AutoML 2022, 25-27 July 2022, Johns Hopkins University, Baltimore, MD, USA. Volume 188 of Proceedings of Machine Learning Research, PMLR, 2022. [doi]

@inproceedings{SongPLKG22,
  title = {Open Source Vizier: Distributed Infrastructure and API for Reliable and Flexible Blackbox Optimization},
  author = {Xingyou Song and Sagi Perel and Chansoo Lee and Greg Kochanski and Daniel Golovin},
  year = {2022},
  url = {https://proceedings.mlr.press/v188/song22a.html},
  researchr = {https://researchr.org/publication/SongPLKG22},
  cites = {0},
  citedby = {0},
  booktitle = {International Conference on Automated Machine Learning, AutoML 2022, 25-27 July 2022, Johns Hopkins University, Baltimore, MD, USA},
  editor = {Isabelle Guyon and Marius Lindauer and Mihaela van der Schaar and Frank Hutter and Roman Garnett},
  volume = {188},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}