Probabilistic Inference

Exact Inference

• Variable Elimination

• Belief Propagation

• Belief Propagation with Message Passing

• Causal Inference

• MPLP

• Dynamic Bayesian Network Inference

Approximate Inference

• Bayesian Model Sampling

• Approximate Inference Using Sampling

• Gibbs Sampling