Mitigating Statistical Bias within Differentially Private Synthetic Data

Sahra Ghalebikesabi, Harrison Wilde, Jack Jewson +3

Increasing interest in privacy-preserving machine learning has led to new and evolved approaches for generating private synthetic data from undisclosed real data. However, mechanis…