FLAS: Computation and Communication Efficient Federated Learning via Adaptive Sampling

Jiangang Shu, Weizhe Zhang, Ying Zhou, Zhengtao Cheng, Laurence T. Yang. FLAS: Computation and Communication Efficient Federated Learning via Adaptive Sampling. IEEE Trans. Network Science and Engineering, 9(4):2003-2014, 2022. [doi]

@article{ShuZZCY22,
  title = {FLAS: Computation and Communication Efficient Federated Learning via Adaptive Sampling},
  author = {Jiangang Shu and Weizhe Zhang and Ying Zhou and Zhengtao Cheng and Laurence T. Yang},
  year = {2022},
  doi = {10.1109/TNSE.2021.3056655},
  url = {https://doi.org/10.1109/TNSE.2021.3056655},
  researchr = {https://researchr.org/publication/ShuZZCY22},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Network Science and Engineering},
  volume = {9},
  number = {4},
  pages = {2003-2014},
}