Online Learning: Sufficient Statistics and the Burkholder Method

Dylan J. Foster, Alexander Rakhlin, Karthik Sridharan. Online Learning: Sufficient Statistics and the Burkholder Method. In Sébastien Bubeck, Vianney Perchet, Philippe Rigollet, editors, Conference On Learning Theory, COLT 2018, Stockholm, Sweden, 6-9 July 2018. Volume 75 of Proceedings of Machine Learning Research, pages 3028-3064, PMLR, 2018. [doi]

@inproceedings{FosterRS18,
  title = {Online Learning: Sufficient Statistics and the Burkholder Method},
  author = {Dylan J. Foster and Alexander Rakhlin and Karthik Sridharan},
  year = {2018},
  url = {http://proceedings.mlr.press/v75/foster18b.html},
  researchr = {https://researchr.org/publication/FosterRS18},
  cites = {0},
  citedby = {0},
  pages = {3028-3064},
  booktitle = {Conference On Learning Theory, COLT 2018, Stockholm, Sweden, 6-9 July 2018},
  editor = {Sébastien Bubeck and Vianney Perchet and Philippe Rigollet},
  volume = {75},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}