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Author

Albert Cheu

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#machine learning Preprint Oct 2026

SHIP: Structured and Hierarchical Insight with Privacy

Extracting insights from textual data while protecting user privacy is increasingly important. Existing methods produce private insights in diverse forms for different analytical purposes, making their utility difficult to assess and compare. In this work, we formulate differentially private (DP) insights as reusable r...

Kai Chen, Gui-Si Ni, Albert Cheu et al. · 0 citations

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