Nonsmooth Optimization over the Stiefel Manifold and Beyond: Proximal Gradient Method and Recent Variants

Shixiang Chen, Shiqian Ma, Anthony Man-Cho So, Tong Zhang 0001. Nonsmooth Optimization over the Stiefel Manifold and Beyond: Proximal Gradient Method and Recent Variants. SIAM Review, 66(2):319-352, 2024. [doi]

@article{ChenMSZ24,
  title = {Nonsmooth Optimization over the Stiefel Manifold and Beyond: Proximal Gradient Method and Recent Variants},
  author = {Shixiang Chen and Shiqian Ma and Anthony Man-Cho So and Tong Zhang 0001},
  year = {2024},
  doi = {10.1137/24m1628578},
  url = {https://doi.org/10.1137/24m1628578},
  researchr = {https://researchr.org/publication/ChenMSZ24},
  cites = {0},
  citedby = {0},
  journal = {SIAM Review},
  volume = {66},
  number = {2},
  pages = {319-352},
}