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most citedOptimizing error of high-dimensional statistical queries under differential privacy

84 citations · 228 across the 15 of their papers we have counts for

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cs.DB2021

HDMM: Optimizing error of high-dimensional statistical queries under differential privacy

Ryan McKenna, Gerome Miklau, Michael Hay +1

In this work we describe the High-Dimensional Matrix Mechanism (HDMM), a differentially private algorithm for answering a workload of predicate counting queries. HDMM represents qu…