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» Nonparametric Belief Propagation

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NIPS
2004

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Validity Estimates for Loopy Belief Propagation on Binary Real-world Networks

14 years 11 months ago

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We introduce a computationally efficient method to estimate the validity of the BP method as a function of graph topology, the connectivity strength, frustration and network size....

Joris M. Mooij, Hilbert J. Kappen

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UAI
2003

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Loopy Belief Propagation as a Basis for Communication in Sensor Networks

14 years 11 months ago

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Christopher Crick, Avi Pfeffer

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VISAPP
2007

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A loopy belief propagation approach to the shape from shading problem

14 years 11 months ago

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Markus Louw, Fred Nicolls, Dee Bradshaw

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ATAL
2010
Springer

113views Intelligent Agents» more ATAL 2010»

Collaborative multiagent Gaussian inference in a dynamic environment using belief propagation

14 years 10 months ago

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Stefano Ermon, Carla P. Gomes, Bart Selman

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ICML
2010
IEEE

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Exploiting Data-Independence for Fast Belief-Propagation

14 years 10 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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