Probabilistic Reasoning for Large Scale Databases

The complexity of probabilistic reasoning prohibits its application on a large scale of data. In order to reduce the complexity, implementations of modeling approaches restrict themselves with respect to expressive power or relax on the underlying probability theory.

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