Questions tagged [belief-propagation]

Belief propagation, also known as sum-product message passing, is a message-passing algorithm for performing inference on graphical models, such as Bayesian networks and Markov random fields.

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How does Dempster-Shafer relate to Machine Learning?

I read Dempster-Schafer can be thought of as a generalization of Bayesian theory. Say I have data from disparate sources that indicate the class of some object. If I have some prior beliefs about the ...