Tightness results for local consistency relaxations in continuous MRFs

Keyphrases

• Markov Random Field 100%
• Local Consistency 100%
• Loopy Belief Propagation 80%
• Popular 20%
• Tight 20%
• Discrete Variables 20%
• Challenging Tasks 20%
• Convex Function 20%
• Linear Programming Relaxation 20%
• Approximation Approach 20%
• Stopping Criterion 20%
• Graphical Models 20%
• Closest Connection 20%
• Random-effects Meta-analysis 20%
• Variable Model 20%
• Pairwise Markov Random Field 20%
• Gaussian Markov Random Field 20%

Mathematics

• Markov Random Fields 100%
• Gaussian Distribution 33%
• Convex Function 33%
• Coincides 33%
• Continuous Case 33%
• Optimality 33%
• Lower and upper bounds 33%
• Discrete Variable 33%
• Linear Programming Relaxation 33%
• Graphical Model 33%
• Variable Model 33%
• Continuous Variable 33%

Computer Science

• Local Consistency 100%
• Belief Propagation 80%
• Approximation (Algorithm) 40%
• Linear Programming 20%
• Graphical Model 20%
• Convex Function 20%
• Continuous Variable 20%
• Discrete Variable 20%
• Variable Model 20%