Beyond ADMM: A Unified Client-Variance-Reduced Adaptive Federated Learning Framework

Shuai Wang, Yanqing Xu, Zhiguo Wang, Tsung-Hui Chang, Tony Q. S. Quek, Defeng Sun. Beyond ADMM: A Unified Client-Variance-Reduced Adaptive Federated Learning Framework. In Brian Williams 0001, Yiling Chen 0001, Jennifer Neville, editors, Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023. pages 10175-10183, AAAI Press, 2023. [doi]

@inproceedings{WangXWCQS23,
  title = {Beyond ADMM: A Unified Client-Variance-Reduced Adaptive Federated Learning Framework},
  author = {Shuai Wang and Yanqing Xu and Zhiguo Wang and Tsung-Hui Chang and Tony Q. S. Quek and Defeng Sun},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26212},
  researchr = {https://researchr.org/publication/WangXWCQS23},
  cites = {0},
  citedby = {0},
  pages = {10175-10183},
  booktitle = {Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023},
  editor = {Brian Williams 0001 and Yiling Chen 0001 and Jennifer Neville},
  publisher = {AAAI Press},
  isbn = {978-1-57735-880-0},
}