Ormerod, John T. - In: Computational Statistics & Data Analysis 55 (2011) 1, pp. 45-56
Variational methods for approximate Bayesian inference provide fast, flexible, deterministic alternatives to Monte Carlo methods. Unfortunately, unlike Monte Carlo methods, variational approximations cannot, in general, be made to be arbitrarily accurate. This paper develops grid-based...