Machine Learning, Statistics, Monte Carlo, Deep Learning.
p(z). While we have in most cases literally no clue how p(z) might look like, we define for purposes of simplicity q(z) very often as a Gaussian or multivariate Gaussian distribution. Let us here assume q(z) is a Gaussian distribution with (variational) parameters θ that want to be learnt, so q(z)