Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks

Saeed Vahidian, Mahdi Morafah, Chen Chen 0001, Mubarak Shah, Bill Lin 0001. Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks. IEEE Trans. Artif. Intell., 5(3):1386-1397, March 2024. [doi]

@article{VahidianMCSL24,
  title = {Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks},
  author = {Saeed Vahidian and Mahdi Morafah and Chen Chen 0001 and Mubarak Shah and Bill Lin 0001},
  year = {2024},
  month = {March},
  doi = {10.1109/TAI.2023.3293068},
  url = {https://doi.org/10.1109/TAI.2023.3293068},
  researchr = {https://researchr.org/publication/VahidianMCSL24},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Artif. Intell.},
  volume = {5},
  number = {3},
  pages = {1386-1397},
}