Exact posterior is difficult to compute
                |
        Approximate Inference
          /             \
         /               \
      MCMC                 VI
       |                   |
   Sampling           Optimization
       |                   |
Markov Chain       Variational Family
       |                   |
Posterior-like      Best approximate
samples             distribution