Generative models
Last modified 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 \(P(Y,X)\)