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Differentially private hierarchical count-of-counts histograms

Differentially private hierarchical count-of-counts histograms

We consider the problem of privately releasing a class of queries that we call hierarchical count-of-counts histograms . Count-of-counts histograms partition the rows of an input table into groups (e.g., group of people in the same household), and for every integer j report the number of groups of size j …