A Sufficient Statistics Construction of Bayesian Nonparametric Exponential Family Conjugate Models

Robert Finn, Brian Kulis

Conjugate pairs of distributions over infinite dimensional spaces are prominent in statistical learning theory, particularly due to the widespread adoption of Bayesian nonparametri…