Machine Learning, Probabilistic Models.
intractable. Then we introduce the evidence lower bound(ELBO). It can be proved that the minimization of the KL divergence is equivalent to the maximization of the ELBO. Equation 2 Now the optimization is possible. What we do is that we follow a similar procedure as in expectation–maximization(EM)