1034 search results - page 7 / 207 » Inference of field initialization |
TIP
2008
14 years 9 months ago
2008
This paper presents recursive cavity modeling--a principled, tractable approach to approximate, near-optimal inference for large Gauss-Markov random fields. The main idea is to su...
EMMCVPR
2007
Springer
15 years 3 months ago
2007
Springer
Abstract. This paper presents a Bayesian inference algorithm for image layer representation [26], 2.1D sketch [6], with mixed Markov random field. 2.1D sketch is an very important...
ICML
2005
IEEE
15 years 10 months ago
2005
IEEE
113
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AAAI
2011
13 years 9 months ago
2011
Dependency networks are a compelling alternative to Bayesian networks for learning joint probability distributions from data and using them to compute probabilities. A dependency ...
104
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CISS
2007
IEEE
15 years 1 months ago
2007
IEEE
The problem of routing of sensor observations for optimal detection of a Markov random field (MRF) at a designated fusion center is analyzed. Assuming that the correlation structur...