Solving Bernoulli Rank-One Bandits with Unimodal Thompson Sampling

Cindy Trinh, Emilie Kaufmann, Claire Vernade, Richard Combes. Solving Bernoulli Rank-One Bandits with Unimodal Thompson Sampling. In Aryeh Kontorovich, Gergely Neu, editors, Algorithmic Learning Theory, ALT 2020, 8-11 February 2020, San Diego, CA, USA. Volume 117 of Proceedings of Machine Learning Research, pages 862-889, PMLR, 2020. [doi]

@inproceedings{TrinhKVC20,
  title = {Solving Bernoulli Rank-One Bandits with Unimodal Thompson Sampling},
  author = {Cindy Trinh and Emilie Kaufmann and Claire Vernade and Richard Combes},
  year = {2020},
  url = {http://proceedings.mlr.press/v117/trinh20a.html},
  researchr = {https://researchr.org/publication/TrinhKVC20},
  cites = {0},
  citedby = {0},
  pages = {862-889},
  booktitle = {Algorithmic Learning Theory, ALT 2020, 8-11 February 2020, San Diego, CA, USA},
  editor = {Aryeh Kontorovich and Gergely Neu},
  volume = {117},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}