FedDNA: Federated Learning with Decoupled Normalization-Layer Aggregation for Non-IID Data

Jian-Hui Duan, Wenzhong Li, Sanglu Lu. FedDNA: Federated Learning with Decoupled Normalization-Layer Aggregation for Non-IID Data. In Nuria Oliver, Fernando Pérez-Cruz, Stefan Kramer, Jesse Read, José Antonio Lozano, editors, Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2021, Bilbao, Spain, September 13-17, 2021, Proceedings, Part I. Volume 12975 of Lecture Notes in Computer Science, pages 722-737, Springer, 2021. [doi]

@inproceedings{DuanLL21-0,
  title = {FedDNA: Federated Learning with Decoupled Normalization-Layer Aggregation for Non-IID Data},
  author = {Jian-Hui Duan and Wenzhong Li and Sanglu Lu},
  year = {2021},
  doi = {10.1007/978-3-030-86486-6_44},
  url = {https://doi.org/10.1007/978-3-030-86486-6_44},
  researchr = {https://researchr.org/publication/DuanLL21-0},
  cites = {0},
  citedby = {0},
  pages = {722-737},
  booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2021, Bilbao, Spain, September 13-17, 2021, Proceedings, Part I},
  editor = {Nuria Oliver and Fernando Pérez-Cruz and Stefan Kramer and Jesse Read and José Antonio Lozano},
  volume = {12975},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-86486-6},
}