Machine Learning, Statistics, Monte Carlo, Deep Learning.
solvable, i.e. intractable. So, what are we supposed to do now? Let us have a closer look at the KL divergence: Placing this in our optimisation function, we arrive at: We are now left with a constant term that can be omitted and precedent term, widely known as the evidence lower bound, abbreviated