Machine Learning, Statistics, Monte Carlo, Deep Learning.
samples directly from it. In importance sampling, we define first a simpler distribution q(z) and second draw S samples from it. If these S samples came from p(z), we could simply calculate But, as we outlined, the S samples come from q(z) and not from p(z), i.e. sampled values which are greater