45 citations · 52 across the 6 of their papers we have counts for
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cs.LG2020
Bias and Variance of Post-processing in Differential Privacy
Keyu Zhu, Pascal Van Hentenryck, Ferdinando Fioretto
Post-processing immunity is a fundamental property of differential privacy: it enables the application of arbitrary data-independent transformations to the results of differentiall…
cs.DB2020
Differential Privacy of Hierarchical Census Data: An Optimization Approach
Ferdinando Fioretto, Pascal Van Hentenryck, Keyu Zhu
This paper is motivated by applications of a Census Bureau interested in releasing aggregate socio-economic data about a large population without revealing sensitive information ab…