conftrace_

private data release

3 papers

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Co-occurring keywords

differential privacy (1016) smooth queries (1) database privacy (1) query accuracy (1) synthetic datum (765) synthetic dataset (169) utility loss (3) lipschitz function (22) fast rate (13) smooth query (2)

Papers

Certified private data release for sparse Lipschitz functions AISTATS 2024
Efficient Algorithm for Privately Releasing Smooth Queries NIPS 2013
A Simple and Practical Algorithm for Differentially Private Data Release NIPS 2012