FS-Boost: Communication-Efficient Federated Subtree-Based Gradient Boosting Decision Trees

Kotaro Shimamura, Shinya Takamaeda-Yamazaki. FS-Boost: Communication-Efficient Federated Subtree-Based Gradient Boosting Decision Trees. In 21st IEEE Consumer Communications & Networking Conference, CCNC 2024, Las Vegas, NV, USA, January 6-9, 2024. pages 839-842, IEEE, 2024. [doi]

@inproceedings{ShimamuraT24,
  title = {FS-Boost: Communication-Efficient Federated Subtree-Based Gradient Boosting Decision Trees},
  author = {Kotaro Shimamura and Shinya Takamaeda-Yamazaki},
  year = {2024},
  doi = {10.1109/CCNC51664.2024.10454880},
  url = {https://doi.org/10.1109/CCNC51664.2024.10454880},
  researchr = {https://researchr.org/publication/ShimamuraT24},
  cites = {0},
  citedby = {0},
  pages = {839-842},
  booktitle = {21st IEEE Consumer Communications & Networking Conference, CCNC 2024, Las Vegas, NV, USA, January 6-9, 2024},
  publisher = {IEEE},
  isbn = {979-8-3503-0457-2},
}