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Networks / Probability theory / Bayesian statistics / Statistical models / Belief propagation / Tree decomposition / Markov random field / Factor graph / Bayesian network / Graph theory / Graphical models / Mathematics


On the optimality of solutions of the max-product belief propagation algorithm in arbitrary graphs. Yair Weiss and William T. Freeman Abstract Graphical models, such as Bayesian networks and Markov random elds, represe
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Document Date: 2002-10-16 06:36:34


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File Size: 394,97 KB

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City

Cambridge / /

Company

Mitsubishi Electric Research Labs. / /

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Facility

Soda Hall / /

IndustryTerm

summation operator / max-product belief propagation algorithm / connected networks / message passing algorithm / greedy decoding algorithm / generalized distributive law / free energy decoding / local-message passing algorithm / max-product / turbo decoding algorithm / sum-product algorithm / loopy network / min-sum algorithm / modi ed turbo decoding algorithm / equivalent min-sum algorithm / long chain / belief propagation algorithm / max-sum algorithm / rst product / exhaustive search / max-product algorithm / factor graph propagation algorithm / /

Organization

Computer Science Division / National Science Foundation / UC Berkeley / /

Person

William T. Freeman Abstract Graphical / Yair Weiss / /

ProvinceOrState

California / Massachusetts / /

Technology

max-product belief propagation algorithm / speech recognition / three algorithms / sum-product algorithm / GDL algorithm / greedy decoding algorithm / Viterbi algorithm / max-product algorithm / equivalent min-sum algorithm / single-loop / factor graph propagation algorithm / min-sum algorithm / message passing algorithm / Generalized Distributive Law algorithm / max-sum algorithm / simulation / belief propagation algorithm / modi ed turbo decoding algorithm / local-message passing algorithm / turbo decoding algorithm / two algorithms / /

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