Machine Learning, Statistics, Monte Carlo, Deep Learning.
methods, we start with the scenario that the unknown true distribution p(z|x) is intractable and we want to approximate it. 1.1 Importance sampling (book pp. 361–364) For purposes of simplicity, we see our target density p(z|x) = p(z) as one-dimensional, but still somehow too complex to draw