conftrace_

privacy-preserving data release

4 papers

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differential privacy (4) data release (1) exponential mechanism (1) private data release (1) data privacy (1) data mining (1) contingency table (1) privacy mechanism (1) multiplicative weight (1) matrix mechanism (1)

Papers

An Optimal and Scalable Matrix Mechanism for Noisy Marginals under Convex Loss Functions NeurIPS 2023 Integer Subspace Differential Privacy AAAI 2023 Incorporating Item Frequency for Differentially Private Set Union AAAI 2022 A Simple and Practical Algorithm for Differentially Private Data Release NeurIPS 2012