Adaptivity and Non-stationarity: Problem-dependent Dynamic Regret for Online Convex Optimization

Peng Zhao 0006, Yu-Jie Zhang, Lijun Zhang 0005, Zhi-Hua Zhou. Adaptivity and Non-stationarity: Problem-dependent Dynamic Regret for Online Convex Optimization. Journal of Machine Learning Research, 25, 2024. [doi]

@article{0006Z0Z24,
  title = {Adaptivity and Non-stationarity: Problem-dependent Dynamic Regret for Online Convex Optimization},
  author = {Peng Zhao 0006 and Yu-Jie Zhang and Lijun Zhang 0005 and Zhi-Hua Zhou},
  year = {2024},
  url = {https://jmlr.org/papers/v25/21-0748.html},
  researchr = {https://researchr.org/publication/0006Z0Z24},
  cites = {0},
  citedby = {0},
  journal = {Journal of Machine Learning Research},
  volume = {25},
}