Optimal Sample Complexity Bounds for Non-convex Optimization under Kurdyka-Lojasiewicz Condition

Qian Yu, Yining Wang, Baihe Huang, Qi Lei, Jason D. Lee. Optimal Sample Complexity Bounds for Non-convex Optimization under Kurdyka-Lojasiewicz Condition. In Francisco J. R. Ruiz, Jennifer G. Dy, Jan-Willem van de Meent, editors, International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain. Volume 206 of Proceedings of Machine Learning Research, pages 6806-6821, PMLR, 2023. [doi]

@inproceedings{YuWHLL23,
  title = {Optimal Sample Complexity Bounds for Non-convex Optimization under Kurdyka-Lojasiewicz Condition},
  author = {Qian Yu and Yining Wang and Baihe Huang and Qi Lei and Jason D. Lee},
  year = {2023},
  url = {https://proceedings.mlr.press/v206/yu23a.html},
  researchr = {https://researchr.org/publication/YuWHLL23},
  cites = {0},
  citedby = {0},
  pages = {6806-6821},
  booktitle = {International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain},
  editor = {Francisco J. R. Ruiz and Jennifer G. Dy and Jan-Willem van de Meent},
  volume = {206},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}