Belief Propagation and Revision in Networks with Loops
Local belief propagation rules of the sort proposed by Pearl(1988) are guaranteed to converge to the optimal beliefs for singly connected networks. Recently, a number of researchers have empirically demonstrated good performance of these same algorithms on networks with loops, but a theoretical unde...
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| Language: | en_US |
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2004
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| Online Access: | http://hdl.handle.net/1721.1/7249 |