Cyclic Block Coordinate Descent With Variance Reduction for Composite Nonconvex Optimization

Xufeng Cai, Chaobing Song, Stephen Wright, Jelena Diakonikolas. Cyclic Block Coordinate Descent With Variance Reduction for Composite Nonconvex Optimization. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 3469-3494, PMLR, 2023. [doi]

@inproceedings{CaiSWD23,
  title = {Cyclic Block Coordinate Descent With Variance Reduction for Composite Nonconvex Optimization},
  author = {Xufeng Cai and Chaobing Song and Stephen Wright and Jelena Diakonikolas},
  year = {2023},
  url = {https://proceedings.mlr.press/v202/cai23e.html},
  researchr = {https://researchr.org/publication/CaiSWD23},
  cites = {0},
  citedby = {0},
  pages = {3469-3494},
  booktitle = {International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA},
  editor = {Andreas Krause 0001 and Emma Brunskill and KyungHyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett},
  volume = {202},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}