An Empirical Process Approach to the Union Bound: Practical Algorithms for Combinatorial and Linear Bandits

Julian Katz-Samuels, Lalit Jain, Zohar Karnin, Kevin G. Jamieson. An Empirical Process Approach to the Union Bound: Practical Algorithms for Combinatorial and Linear Bandits. In Hugo Larochelle, Marc'Aurelio Ranzato, Raia Hadsell, Maria-Florina Balcan, Hsuan-Tien Lin, editors, Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual. 2020. [doi]

@inproceedings{Katz-SamuelsJKJ20,
  title = {An Empirical Process Approach to the Union Bound: Practical Algorithms for Combinatorial and Linear Bandits},
  author = {Julian Katz-Samuels and Lalit Jain and Zohar Karnin and Kevin G. Jamieson},
  year = {2020},
  url = {https://proceedings.neurips.cc/paper/2020/hash/75800f73fa80f935216b8cfbedf77bfa-Abstract.html},
  researchr = {https://researchr.org/publication/Katz-SamuelsJKJ20},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual},
  editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria-Florina Balcan and Hsuan-Tien Lin},
}