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» The Incidence Propagation Method
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97
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CORR
2008
Springer
149views Education» more  CORR 2008»
15 years 23 days ago
Gaussian Belief Propagation for Solving Systems of Linear Equations: Theory and Application
The canonical problem of solving a system of linear equations arises in numerous contexts in information theory, communication theory, and related fields. In this contribution, we...
Ori Shental, Danny Bickson, Paul H. Siegel, Jack K...
72
Voted
CP
2007
Springer
15 years 6 months ago
Advisors for Incremental Propagation
Abstract. While incremental propagation for global constraints is recognized to be important, little research has been devoted to how propagator-centered constraint programming sys...
Mikael Z. Lagerkvist, Christian Schulte
89
Voted
CP
2006
Springer
15 years 4 months ago
Propagation in CSP and SAT
Abstract. Constraint Satisfaction Problems and Propositional Satisfiability, are frameworks widely used to represent and solve combinatorial problems. A concept of primary importan...
Yannis Dimopoulos, Kostas Stergiou
117
Voted
NIPS
2003
15 years 2 months ago
Laplace Propagation
We present a novel method for approximate inference in Bayesian models and regularized risk functionals. It is based on the propagation of mean and variance derived from the Lapla...
Alexander J. Smola, Vishy Vishwanathan, Eleazar Es...
111
Voted
CVPR
2007
IEEE
16 years 2 months ago
Belief Propagation in a 3D Spatio-temporal MRF for Moving Object Detection
Previous pixel-level change detection methods either contain a background updating step that is costly for moving cameras (background subtraction) or can not locate object positio...
Zhaozheng Yin, Robert T. Collins