An Augmented Lagrangian Approach to Constrained MAP Inference.
André F. T. MartinsMário A. T. FigueiredoPedro M. Q. AguiarNoah A. SmithEric P. XingPublished in: ICML (2011)
Keyphrases
- augmented lagrangian
- map inference
- lagrange multipliers
- graphical models
- constrained optimization
- markov random field
- total variation
- convex optimization
- constrained optimization problems
- image denoising
- image labeling
- cutting plane
- image restoration
- linear program
- linear programming problems
- probabilistic model
- cost function
- objective function
- linear programming
- higher order
- differential evolution
- maximum a posteriori
- knapsack problem
- multiscale
- optimization problems
- denoising
- evolutionary algorithm
- pairwise