Paragraph 205

Paragraph 205

Application: PER-12

Matter Number PER-12
Paragraph Number 205
Application Number
Reference Case 1 PER-12
Reference Case 2
Created 1/6/24, 10:03 PM
Modified 1/6/24, 10:03 PM
Id 15,045
Content
Generative models model the distribution of individual classes. They can generate data and provide a statistical model of the joint probability distribution on X×Y, P(X,Y)=P(X|Y)*P(Y), for an observable variable X and a target variable Y. Generative models include, for example, naïve Bayes models and Bayes networks, hidden Markov models, Boltzmann machines, variational autoencoders or generative adversarial networks (GAN).
Notes Added by DJM Jan 2024