This is equivalent to maximizing the following evidence lower bound ELBO, In this case, Mean-field (Kingma and Welling, 2014) assumption is often used for simplicity.
we assume that the members of variational family Q are dimensional-wise independent, meaning that the posterior q can be writ- The simplicity of this form makes the estimation of ELBO very easy.