Machine Learning, Variational Inference, Bayesian Statistics, Artificial Intelligence.
enough mathematical jargon to send one fleeing back to first-derivative optimisers, so I’ll skip the stomach ulcers and give an intuitive overview instead. Given a probabilistic model parameterised by latent continuous random variables z, and observed values x, we can write down the known form for