423 search results - page 40 / 85 » Topology for Distributed Inference on Graphs |
102
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ICIP
2008
IEEE
16 years 1 months ago
2008
IEEE
In this paper, we present a patch-based variational Bayesian framework of image processing using the language of factor graphs (FGs). The variable and factor nodes of FGs represen...
INFOCOM
2009
IEEE
15 years 6 months ago
2009
IEEE
Abstract—Many sensor network applications are tightly coupled with the geometric environment where the sensor nodes are deployed. The topological skeleton extraction has shown gr...
105
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JMLR
2006
14 years 11 months ago
2006
We study the computational and sample complexity of parameter and structure learning in graphical models. Our main result shows that the class of factor graphs with bounded degree...
BIBE
2005
IEEE
15 years 5 months ago
2005
IEEE
We address the issue of providing highly informative annotations using information revealed by the structured vocabularies of Gene Ontology (GO). For a target, a set of candidate ...
CORR
2010
Springer
14 years 10 months ago
2010
Springer
Abstract—In this paper we ask which properties of a distributed network can be computed from a few amount of local information provided by its nodes. The distributed model we con...