Generative models
Last tended to on September 26, 2021

Links to “Generative models”

Introduction (Introduction)

Feynman: “What I cannot create, I do not understand”
Generative modeling: “What I understand, I can create”

Introduction (Introduction > Discriminative vs. generative)

Discriminative model: input $X$ is given. learns $P (Y | X)$ (e.g., probability of bedroom given image)

Generative model: input $X$ is not given. learns $P (Y, X)$

© Ketan Agrawal, 2024. @_ketan0.