Weighted Gaussian Process Bandits for Non-stationary Environments

Yuntian Deng, Xingyu Zhou 0001, Baekjin Kim, Ambuj Tewari, Abhishek Gupta 0002, Ness B. Shroff. Weighted Gaussian Process Bandits for Non-stationary Environments. In Gustau Camps-Valls, Francisco J. R. Ruiz, Isabel Valera, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event. Volume 151 of Proceedings of Machine Learning Research, pages 6909-6932, PMLR, 2022. [doi]

@inproceedings{Deng0KT0S22,
  title = {Weighted Gaussian Process Bandits for Non-stationary Environments},
  author = {Yuntian Deng and Xingyu Zhou 0001 and Baekjin Kim and Ambuj Tewari and Abhishek Gupta 0002 and Ness B. Shroff},
  year = {2022},
  url = {https://proceedings.mlr.press/v151/deng22b.html},
  researchr = {https://researchr.org/publication/Deng0KT0S22},
  cites = {0},
  citedby = {0},
  pages = {6909-6932},
  booktitle = {International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event},
  editor = {Gustau Camps-Valls and Francisco J. R. Ruiz and Isabel Valera},
  volume = {151},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}