364 search results - page 5 / 73 » Belief Update Using Graphs |
JMLR
2010
13 years 4 months ago
2010
We introduce novel results for approximate inference on planar graphical models using the loop calculus framework. The loop calculus (Chertkov and Chernyak, 2006b) allows to expre...
CORR
2007
Springer
13 years 9 months ago
2007
Springer
UAI
2003
13 years 11 months ago
2003
We show how to use linear belief functions to represent market information and financial knowledge, including complete ignorance, statistical observations, subjective speculations...
FGR
2004
IEEE
14 years 1 months ago
2004
IEEE
We present an algorithm for automatic inference of human upper body motion. A graph model is proposed for inferring human motion, and motion inference is posed as a mapping proble...
CVPR
2008
IEEE
14 years 11 months ago
2008
IEEE
Belief Propagation (BP) can be very useful and efficient for performing approximate inference on graphs. But when the graph is very highly connected with strong conflicting intera...