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The approach and interpretation of probability associated with Bayes' theorem; usually used as opposed to the frequentist approach. It can be seen as an extension of logic that enables reasoning with propositions whose truth or falsity is uncertain. A Bayesian probabilist starts with some prior probability, and evaluates the evidence in favour of a hypothesis by combining the prior with the likelihood function of the observed data.

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What is the meaning of "mean-field"?

In lots of Bayesian papers, people use variational approximation. In lots of them they call it "mean-field variational approximation". …
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