Generative Model

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

An autoregressive (AR) model is autoregressive, $$ \begin{equation} \log p_\theta (x) = \sum_{t=1}^T …

For a probability density $p(x)$ and a transformation of coordinate $x=g(z)$ or $z=f(x)$, the …

Autoencoders (AE) are machines that encodes inputs into a compact latent space. The simplest …

Variational Auto-Encoder (VAE) is very different from [[Generative Model: Auto-Encoder]] Generative …