: alternating directions dual decomposition for MAP inference in graphical models.
André F. T. MartinsMário A. T. FigueiredoPedro M. Q. AguiarNoah A. SmithEric P. XingPublished in: J. Mach. Learn. Res. (2015)
Keyphrases
- inference in graphical models
- dual decomposition
- energy minimization
- maximum a posteriori
- markov random field
- message passing
- map inference
- lagrangian relaxation
- markov logic
- energy function
- belief propagation
- max margin
- parameter learning
- maximum likelihood
- shortest path
- integrating multiple
- text categorization
- active contours