HetVis: A Visual Analysis Approach for Identifying Data Heterogeneity in Horizontal Federated Learning

Xumeng Wang, Wei Chen 0001, Jiazhi Xia, Zhen Wen, Rongchen Zhu, Tobias Schreck. HetVis: A Visual Analysis Approach for Identifying Data Heterogeneity in Horizontal Federated Learning. IEEE Trans. Vis. Comput. Graph., 29(1):310-319, 2023. [doi]

@article{WangCXWZS23,
  title = {HetVis: A Visual Analysis Approach for Identifying Data Heterogeneity in Horizontal Federated Learning},
  author = {Xumeng Wang and Wei Chen 0001 and Jiazhi Xia and Zhen Wen and Rongchen Zhu and Tobias Schreck},
  year = {2023},
  doi = {10.1109/TVCG.2022.3209347},
  url = {https://doi.org/10.1109/TVCG.2022.3209347},
  researchr = {https://researchr.org/publication/WangCXWZS23},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Vis. Comput. Graph.},
  volume = {29},
  number = {1},
  pages = {310-319},
}