Understanding and Mitigating Dimensional Collapse in Federated Learning

Yujun Shi, Jian Liang, Wenqing Zhang, Chuhui Xue, Vincent Y. F. Tan, Song Bai. Understanding and Mitigating Dimensional Collapse in Federated Learning. IEEE Trans. Pattern Anal. Mach. Intell., 46(5):2936-2949, May 2024. [doi]

@article{ShiLZXTB24,
  title = {Understanding and Mitigating Dimensional Collapse in Federated Learning},
  author = {Yujun Shi and Jian Liang and Wenqing Zhang and Chuhui Xue and Vincent Y. F. Tan and Song Bai},
  year = {2024},
  month = {May},
  doi = {10.1109/TPAMI.2023.3338063},
  url = {https://doi.org/10.1109/TPAMI.2023.3338063},
  researchr = {https://researchr.org/publication/ShiLZXTB24},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
  volume = {46},
  number = {5},
  pages = {2936-2949},
}