Optimal Differentially Private Model Training with Public Data

Andrew Lowy, Ze-Minghui Li, Tianjian Huang, Meisam Razaviyayn

2/12/2026

No official code found. Best implementation: optimization-for-data-driven-science/DP-with-public-data (5 stars, last commit 2024-06-04).

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optimization-for-data-driven-science/DP-with-public-dataCommunity71%

Optimal Differentially Private Learning with Public Data

51Shell, PythonJun 7, 20232 years agoNOASSERTION

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@article{lowy2026optimal,
  title  = {Optimal Differentially Private Model Training with Public Data},
  author = {Andrew Lowy and Ze-Minghui Li and Tianjian Huang and Meisam Razaviyayn},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:6bba66db279e67ef1469f98161903aed770ab8ea},
  journal = {ICML 2024 2024}
}

Optimal Differentially Private Model Training with Public Data

Code Implementations(1)

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