Credal Networks under Maximum Entropy

Preprint English OPEN
Lukasiewicz, Thomas;
  • Subject: Computer Science - Artificial Intelligence
    acm: TheoryofComputation_GENERAL

We apply the principle of maximum entropy to select a unique joint probability distribution from the set of all joint probability distributions specified by a credal network. In detail, we start by showing that the unique joint distribution of a Bayesian tree coincides ... View more
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