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Here is the graph model of the multimodal dbm. I want to know how to inference the joint distribution of this probability graph model. enter image description here

Some example equations are here. For the expression, I have two questions.


  1. How to get the second line?
  2. Why $p(v^m,h^{1m}|h^{2m})$ is a Boltzmann distribution?

It would be great if you could provide the whole process to get the final expression of $p(v^m,v^t)$.


The source of these photos are from http://jmlr.org/papers/volume15/srivastava14b/srivastava14b.pdf and https://slideplayer.com/slide/13728662/

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