Adjusting Queries to Statistical Procedures Under Differential Privacy

Tomer Shoham, Yosef Rinott

We consider a dataset $S$ held by an agency, and a vector query of interest, $f(S)\in {\mathbb{R}}^k$, to be posed by an analyst, which contains the information required for certain…