Probabilistic Inference in Graphical Models
The MIT Press eBooks · 1998
This chapter contains sections titled: 2.1 Exact Inference Using Probability Propagation (The Sum-Product Algorithm), 2.2 Monte Carlo Inference: Gibbs Sampling and Slice Sampling, 2.3 Variational Inference, 2.4 Helmholtz Machines