Prior-free and prior-dependent regret bounds for Thompson Sampling

Sébastien Bubeck, Che-Yu Liu. Prior-free and prior-dependent regret bounds for Thompson Sampling. In 48th Annual Conference on Information Sciences and Systems, CISS 2014, Princeton, NJ, USA, March 19-21, 2014. pages 1-9, IEEE, 2014. [doi]

@inproceedings{BubeckL14,
  title = {Prior-free and prior-dependent regret bounds for Thompson Sampling},
  author = {Sébastien Bubeck and Che-Yu Liu},
  year = {2014},
  doi = {10.1109/CISS.2014.6814158},
  url = {http://dx.doi.org/10.1109/CISS.2014.6814158},
  researchr = {https://researchr.org/publication/BubeckL14},
  cites = {0},
  citedby = {0},
  pages = {1-9},
  booktitle = {48th Annual Conference on Information Sciences and Systems, CISS 2014, Princeton, NJ, USA, March 19-21, 2014},
  publisher = {IEEE},
}