Machine Learning, Deep Learning, Generative Model, Adversarial Network, Autoencoder.
However, it can be calculated using methods of Monte-Carlo integration which is something not easy to implement. So we follow an another approach to approximately maximize Pө(X) in equation 1. The idea of VAE is to infer P(z) using P(z|X) which we don’t know. We infer P(z|X) using a method called