Bayesian Machine Learning, Bayesian Statistics, Inference, Editors Pick, Getting Started.
produce artificial data sets that are ‘very close’ to the real data set Y are collected as samples from the posterior distribution. How close is ‘very close’ is determined by a pre-defined hyper-parameter called the tolerance (𝜀), with parameter’s that produce artificial data closer than 𝜀 to the