Regret Bounds without Lipschitz Continuity: Online Learning with Relative-Lipschitz Losses

Yihan Zhou, Victor S. Portella, Mark Schmidt 0001, Nicholas J. A. Harvey. Regret Bounds without Lipschitz Continuity: Online Learning with Relative-Lipschitz Losses. 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{ZhouP0H20,
  title = {Regret Bounds without Lipschitz Continuity: Online Learning with Relative-Lipschitz Losses},
  author = {Yihan Zhou and Victor S. Portella and Mark Schmidt 0001 and Nicholas J. A. Harvey},
  year = {2020},
  url = {https://proceedings.neurips.cc/paper/2020/hash/b67fb3360ae5597d85a005153451dd4e-Abstract.html},
  researchr = {https://researchr.org/publication/ZhouP0H20},
  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},
}