One-Pass Distribution Sketch for Measuring Data Heterogeneity in Federated Learning

Zichang Liu, Zhaozhuo Xu, Benjamin Coleman, Anshumali Shrivastava
2/12/2026

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@article{liu2026onepass,
  title  = {One-Pass Distribution Sketch for Measuring Data Heterogeneity in Federated Learning},
  author = {Zichang Liu and Zhaozhuo Xu and Benjamin Coleman and Anshumali Shrivastava},
  year   = {2026},
  doi    = {10.52202/075280-0689},
  url    = {https://doi.org/10.52202/075280-0689},
  journal = {NEURIPS 2023 2023}
}

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