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Statistical Inference and Privacy, Part IData Privacy: Foundations and Applications Boot Camp2019-01-28
Differential privacy adds explicit noise (Laplace around a truncated mean) so standard estimators give biased, anti-conservative p‑values and confidence…
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Statistical Inference and Privacy, Part IIIData Privacy: Foundations and Applications Boot Camp2019-01-28
Three concrete recipes for differentially private synthetic data: smallDB enumerates all databases of size ~O(log|F|/α^2) and samples via the exponential…
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