Approximate Sherali-Adams Relaxations for MAP Inference via Entropy Regularization.
Jonathan N. LeeAldo PacchianoMichael I. JordanPublished in: CoRR (2019)
Keyphrases
- map inference
- lp relaxation
- linear programming
- linear program
- message passing
- dual decomposition
- optimal solution
- knapsack problem
- graphical models
- feasible solution
- integer programming
- energy minimization
- approximate solutions
- integer program
- image labeling
- markov random field
- np hard
- maximum a posteriori
- belief propagation
- exact solution
- global constraints
- cutting plane
- image processing
- distributed systems
- column generation
- objective function