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Dave's PCF WIP: Paragraphs

15503

Application APPARATUS, SYSTEM, AND METHOD FOR GENERATING PATIENT-SPECIFIC DEVICES
Matter Number PER-17 Reference Case 1 PER-17
Created 1/6/24, 10:05 PM Modified 1/6/24, 10:05 PM
Application Number
Paragraph Number

97

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