Private Post-GAN Boosting

1 code implementation • ICLR 2021 • Marcel Neunhoeffer, Zhiwei Steven Wu, Cynthia Dwork

We also provide a non-private variant of PGB that improves the data quality of standard GAN training.

Really Useful Synthetic Data -- A Framework to Evaluate the Quality of Differentially Private Synthetic Data

1 code implementation • 16 Apr 2020 • Christian Arnold, Marcel Neunhoeffer

First, quality of synthetic data can be evaluated against training data or against an underlying population.

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