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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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152

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NIPS
2004

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Distributed Occlusion Reasoning for Tracking with Nonparametric Belief Propagation

15 years 7 months ago

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We describe a three

Erik B. Sudderth, Michael I. Mandel, William T. Fr...

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131

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UAI
2003

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Loopy Belief Propagation as a Basis for Communication in Sensor Networks

15 years 7 months ago

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Christopher Crick, Avi Pfeffer

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123

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VISAPP
2007

141views Computer Vision» more VISAPP 2007»

A loopy belief propagation approach to the shape from shading problem

15 years 7 months ago

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