Fixed-Form Variational Posterior Approximation through Stochastic Linear Regression

Tim Salimans, David A. Knowles

We propose a general algorithm for approximating nonstandard Bayesian posterior distributions. The algorithm minimizes the Kullback-Leibler divergence of an approximating distribut…