Noise-Aware Statistical Inference with Differentially Private Synthetic Data.

Ossi Räisä Joonas Jälkö Samuel Kaski Antti Honkela

Published in: AISTATS (2023)

Keyphrases

synthetic data
differentially private
statistical inference
contingency tables
model selection
graphical models
differential privacy
statistical learning
data sets
bayesian inference
real world
real image data
machine learning
statistical methods
prior knowledge