How much of my dataset did you use? Quantitative Data Usage Inference in Machine Learning

Yao Tong, Jiayuan Ye, Sajjad Zarifzadeh, Reza Shokri
2/12/2026

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[ICLR'25 Oral] How Much of My Dataset Did You Use? Quantitative Data Usage Inference in Machine Learning

00Shell, PythonMar 2, 20251 years ago

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@article{tong2026much,
  title  = {How much of my dataset did you use? Quantitative Data Usage Inference in Machine Learning},
  author = {Yao Tong and Jiayuan Ye and Sajjad Zarifzadeh and Reza Shokri},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:2c782de308d9a39afabcc1df6696dee431254145},
  journal = {ICLR 2025 2025}
}

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