Jerome P. Reiter

Prior Distributions for Gaussian Models Under Differential Privacy with Bounds on Data Values

The Gaussian distribution is often used to model univariate, numerical data, even in contexts where individuals' data values are bounded, e.g., test scores and biological measurements. We consider Bayesian inference for the parameters of Gaussian models when (i) analysts seek a post-processing algorithm that takes nois...