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Mohammad Afzali, Hassan Ashtiani, Adam Smith

Public reference bibliography and cataloged PDF materials authored or published by Mohammad Afzali, Hassan Ashtiani, Adam Smith.

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Private Evaluation of High-Dimensional Functions

Year: 2026 • Source: arxiv.org • Listed PDF

We study differentially private black-box evaluation of arbitrary high-dimensional functions. Given a dataset $S$ and query access to a function $f$---whose sensitivity may be unknown or unbounded---the goal is to privat...