Near-linear time Gaussian process optimization with adaptive batching and resparsification

Daniele Calandriello, Luigi Carratino, Alessandro Lazaric, Michal Valko, Lorenzo Rosasco. Near-linear time Gaussian process optimization with adaptive batching and resparsification. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 1295-1305, PMLR, 2020. [doi]

@inproceedings{CalandrielloCLV20,
  title = {Near-linear time Gaussian process optimization with adaptive batching and resparsification},
  author = {Daniele Calandriello and Luigi Carratino and Alessandro Lazaric and Michal Valko and Lorenzo Rosasco},
  year = {2020},
  url = {http://proceedings.mlr.press/v119/calandriello20a.html},
  researchr = {https://researchr.org/publication/CalandrielloCLV20},
  cites = {0},
  citedby = {0},
  pages = {1295-1305},
  booktitle = {Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event},
  volume = {119},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}