Experimental Design for Regret Minimization in Linear Bandits

Andrew Wagenmaker, Julian Katz-Samuels, Kevin G. Jamieson. Experimental Design for Regret Minimization in Linear Bandits. In Arindam Banerjee 0001, Kenji Fukumizu, editors, The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event. Volume 130 of Proceedings of Machine Learning Research, pages 3088-3096, PMLR, 2021. [doi]

@inproceedings{WagenmakerKJ21,
  title = {Experimental Design for Regret Minimization in Linear Bandits},
  author = {Andrew Wagenmaker and Julian Katz-Samuels and Kevin G. Jamieson},
  year = {2021},
  url = {http://proceedings.mlr.press/v130/wagenmaker21a.html},
  researchr = {https://researchr.org/publication/WagenmakerKJ21},
  cites = {0},
  citedby = {0},
  pages = {3088-3096},
  booktitle = {The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event},
  editor = {Arindam Banerjee 0001 and Kenji Fukumizu},
  volume = {130},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}