Dual Query: Practical Private Query Release for High Dimensional Data

We present a practical, differentially private algorithm for answering a large number of queries on high dimensional datasets. Like all algorithms for this task, ours necessarily has worst-case complexity exponential in the dimension of the data... (read more)

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