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» Discriminated Belief Propagation

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ICML
2010
IEEE

180views Machine Learning» more ICML 2010»

Exploiting Data-Independence for Fast Belief-Propagation

13 years 9 months ago

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Maximum a posteriori (MAP) inference in graphical models requires that we maximize the sum of two terms: a data-dependent term, encoding the conditional likelihood of a certain la...

Julian John McAuley, Tibério S. Caetano

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CANDC
2008
ACM

83views Emerging Technology» more CANDC 2008»

FunCat functional inference with belief propagation and feature integration

13 years 8 months ago

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Dimitrij Surmeli, Oliver Ratmann, Hans-Werner Mewe...

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CORR
2008
Springer

113views Education» more CORR 2008»

Distributed Kalman Filter via Gaussian Belief Propagation

13 years 8 months ago

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Abstract--Recent result shows how to compute distributively and efficiently the linear MMSE for the multiuser detection problem, using the Gaussian BP algorithm. In the current wor...

Danny Bickson, Ori Shental, Danny Dolev

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CVIU
2008

92views more CVIU 2008»

Efficient belief propagation for higher-order cliques using linear constraint nodes

13 years 8 months ago