# Generative Model

Discriminative model: The conditional probability of class label on data (posterior) $p(C_k\mid x)$ …

An autoregressive (AR) model is autoregressive, $$\log p_\theta (x) = \sum_{t=1}^T … Normalizing flow is a method to convert a complicated distribution p(x) to a simpler distribution … Autoencoders (AE) are machines that encodes inputs into a compact latent space. The simplest … In an inference problem, p(z\vert x), which is used to infer z from x.$$ p(z\vert x) = …