Machine Learning, Deep Learning, Generative Model, Adversarial Network, Autoencoder.
process, our aim is to maximize the probability of each data in X which is given as, Pө(X) = ∫Pө(X, z)dz = ∫Pө(X|z)Pө(z)dz (1) Here, f(z;θ)has been replaced by a distribution Pө(X|z). Fig. 1. Latent vector mapped to data distribution using parameter ө [1] The intuition behind this maximum