Stochastic Top-K Subset Bandits with Linear Space and Non-Linear Feedback

Mridul Agarwal, Vaneet Aggarwal, Christopher J. Quinn, Abhishek K. Umrawal. Stochastic Top-K Subset Bandits with Linear Space and Non-Linear Feedback. 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 306-339, PMLR, 2021. [doi]

@inproceedings{AgarwalAQU21,
  title = {Stochastic Top-K Subset Bandits with Linear Space and Non-Linear Feedback},
  author = {Mridul Agarwal and Vaneet Aggarwal and Christopher J. Quinn and Abhishek K. Umrawal},
  year = {2021},
  url = {http://proceedings.mlr.press/v132/agarwal21c.html},
  researchr = {https://researchr.org/publication/AgarwalAQU21},
  cites = {0},
  citedby = {0},
  pages = {306-339},
  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},
}