On the optimality of solutions of the max-product belief-propagation algorithm in arbitrary graphs

Keyphrases

• Arbitrary Graphs 100%
• Belief Propagation Algorithm 100%
• Max-product 100%
• Product Beliefs 100%
• Min-max Algorithm 60%
• Single Loop 40%
• Posterior Probability 40%
• Graphs with Loops 40%
• Product Assignment 40%
• Graph Algorithms 40%
• Most Probable 20%
• Bayesian Network 20%
• Turbo Codes 20%
• Theoretical Understanding 20%
• Graphical Models 20%
• Large Region 20%
• Markov Random Field 20%
• Empirical Performance 20%
• Arbitrary Topology 20%
• Message-passing Algorithms 20%
• Simple Graph 20%
• Graph Cycles 20%
• Cycle Code 20%
• Unique Fixed Point 20%
• Arbitrary Probability Distributions 20%
• Unobserved Variables 20%
• Code Loop 20%
• Statistical Dependence 20%

Mathematics

• Optimality 100%
• Fixed Points 100%
• Probability Theory 66%
• Turbo Code 33%
• Bayesian Network 33%
• Graphical Model 33%
• Markov Random Fields 33%
• Statistical Dependency 33%
• Unobserved Variable 33%
• Continuous Probability Distribution 33%
• Unique Fixed Point 33%
• Simple Graph 33%
• Discrete Probability Distribution 33%
• Probable Value 33%