Dual Query: Practical Private Query Release for High Dimensional Data

This repository contains the code for the paper:

Dual Query: Practical Private Query Release for High Dimensional Data, by Marco Gaboardi, Emilio Jesús Gallego Arias, Justin Hsu, Aaron Roth and Zhiwei Steven Wu. ICML 2014

Please see the README.code for build and execution instructions. The license for our code can be found in the LICENSE file.

Experiments and their concrete parameters are detailed in the imcl.ml file.

README.data contains information about the datasets.

parmap is distributed under their own license, see parmap/LICENSE