1437 search results - page 1 / 288 » Generalized Belief Propagation |
CIMCA
2005
IEEE
15 years 4 months ago
2005
IEEE
Linear response formulas for the generalized belief propagation in approximate inference are derived by using generalized belief propagation. The linear response formulas can give...
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Voted
ECCV
2006
Springer
16 years 25 days ago
2006
Springer
Generalized Belief Propagation (gbp) has proven to be a promising technique for performing inference on Markov random fields (mrfs). However, its heavy computational cost and large...
UAI
2004
15 years 9 days ago
2004
Generalized belief propagation (GBP) has proven to be a promising technique for approximate inference tasks in AI and machine learning. However, the choice of a good set of cluste...
RECOMB
2007
Springer
15 years 11 months ago
2007
Springer
We present a technique for approximating the free energy of protein structures using Generalized Belief Propagation (GBP). The accuracy and utility of these estimates are then demo...
NIPS
2000
15 years 8 days ago
2000
In an important recent paper, Yedidia, Freeman, and Weiss [11] showed that there is a close connection between the belief propagation algorithm for probabilistic inference and the...