Reason for optimizing ELBO instead log of sum – stats.stackexchange.com
Manu
Generally in most of the resources discussing deep generative models, we have to maxmize the log likelihood of a distribution using latent variable.
$p(x) = \sum_z p(x,z)=\sum_zq(z)\frac{p(x,z)}{q(z)} ...