Continuous Relaxation of MAP Inference: A Nonconvex Perspective.
D. Khuê Lê-HuuNikos ParagiosPublished in: CVPR (2018)
Keyphrases
- map inference
- continuous relaxation
- graphical models
- mixed integer
- knapsack problem
- cutting plane
- markov random field
- higher dimensional
- image labeling
- linear programming
- convex optimization
- lp relaxation
- objective function
- maximum a posteriori
- belief propagation
- quadratic program
- cutting plane algorithm
- optimization problems
- lot sizing
- feasible solution
- valid inequalities
- linear program
- conditional random fields
- object recognition