Self-Tuning Bandits over Unknown Covariate-Shifts

Joseph Suk, Samory Kpotufe. Self-Tuning Bandits over Unknown Covariate-Shifts. In Vitaly Feldman, Katrina Ligett, Sivan Sabato, editors, Algorithmic Learning Theory, 16-19 March 2021, Virtual Conference, Worldwide. Volume 132 of Proceedings of Machine Learning Research, pages 1114-1156, PMLR, 2021. [doi]

@inproceedings{SukK21,
  title = {Self-Tuning Bandits over Unknown Covariate-Shifts},
  author = {Joseph Suk and Samory Kpotufe},
  year = {2021},
  url = {http://proceedings.mlr.press/v132/suk21a.html},
  researchr = {https://researchr.org/publication/SukK21},
  cites = {0},
  citedby = {0},
  pages = {1114-1156},
  booktitle = {Algorithmic Learning Theory, 16-19 March 2021, Virtual Conference, Worldwide},
  editor = {Vitaly Feldman and Katrina Ligett and Sivan Sabato},
  volume = {132},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}