DP_CI

Here are the experiments for the paper: Confidence Intervals for Private Query Processing. The experiments are not complicated so I simplily present them in jupyter notebooks.

• Input data are stored in bank_marketing.csv adult.csv and HepPh.txt.

Experiments on median CI:

• Synthetic.ipynb describes results on synthetic datasets

• medianCI.ipynb describes the results on real datasets

Experiments on mean CI:

• meanCI.ipynb describes the experiments for mean CI.

Experiments on graph counting CI:

• Ladder.ipynb describes experiments on graph counting queries

Experiments on SQL query CI:

• Residual.ipynb describes the experiments on TPC-H queries

DrawFigures.ipynb draws the figures used in the paper.