Sunday, 20 November 2011

Probabilistic reasoning in intelligent systems

Just delving deeper into Pearl & Spiegelhalter's work. I can see why the computation in a space that is the size of the maximal clique? But isn't finding the cliques (maximally fully connected sets) exponential anyway - if you are using heuristics to do that then how are you better off?
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