"belief" nach Englisch mit Beispielen - Kollokationen-Wörterbuch Englisch
- If a Bayesian network has the structure of a polytree, then belief propagation may be used to perform inference efficiently on it.
- Graphs are converted into factor graph form to perform belief propagation.
- The island algorithm is a modification of belief propagation.
- In normal belief propagation, all messages are stored, which takes O(n) memory.
- The response can either be seen as extrinsic information or a representation of the messages in belief propagation.
- It is a key step of the junction tree algorithm, used in belief propagation on graphical models.
- By exploiting the graphical structure, belief propagation allows the marginals to be computed much more efficiently.
- The algorithm is then sometimes called "loopy" belief propagation, because graphs typically contain cycles, or loops.
- Several sufficient (but not necessary) conditions for convergence of loopy belief propagation to a unique fixed point exist.
- The memory usage of belief propagation can be reduced through the use of the Island algorithm (at a small cost in time complexity).
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