A debiased inference framework for differentially private data that combines indirect estimation with parametric bootstrap and proves consistency plus asymptotic optimality of the estimator.
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Optimal Debiased Inference on Privatized Data via Indirect Estimation and Parametric Bootstrap
A debiased inference framework for differentially private data that combines indirect estimation with parametric bootstrap and proves consistency plus asymptotic optimality of the estimator.