Learning-Augmented Private Algorithms for Multiple Quantile Release

Mikhail Khodak, Kareem Amin, Travis Dick +1

When applying differential privacy to sensitive data, we can often improve performance using external information such as other sensitive data, public data, or human priors. We pro…