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The descriptive model specifies the probability distribution of the signal, based on an energy function defined on the signal.

I understand Discriminative and Generative models and their usage in inference of a quantity from a given signal.

However I don't quite get what a Descriptive model does. What is it used for? It doesn't sound like inference is the goal.



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