Active Tuples-based Scheme for Bounding Posterior Beliefs
نویسندگان
چکیده
منابع مشابه
Active Tuples-based Scheme for Bounding Posterior Beliefs
The paper presents a scheme for computing lower and upper bounds on the posterior marginals in Bayesian networks with discrete variables. Its power lies in its ability to use any available scheme that bounds the probability of evidence or posterior marginals and enhance its performance in an anytime manner. The scheme uses the cutset conditioning principle to tighten existing bounding schemes a...
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ژورنال
عنوان ژورنال: Journal of Artificial Intelligence Research
سال: 2010
ISSN: 1076-9757
DOI: 10.1613/jair.2945