Machine Learning, Generative Model, Bayesian Machine Learning.
build a generative model, the goal of doing so is to be able to draw samples from the true distribution. First off, in order to sample properly from a full distribution, you need some way of injecting randomness into your process. The VAE solves this by having both its encoder and decoder be