Candidate Constrained CRFs for Loss-Aware Structured Prediction.
Faruk AhmedDaniel TarlowDhruv BatraPublished in: CoRR (2014)
Keyphrases
- structured prediction
- conditional random fields
- saddle point
- sequence labeling
- maximum margin
- structured output
- image labeling
- max margin learning
- efficient learning
- latent variables
- markov networks
- convex optimization
- max margin
- graphical models
- approximate inference
- crf model
- markov random field
- knowledge representation
- probabilistic model
- hidden markov models
- pairwise
- image segmentation
- support vector