Large-Margin Structured Prediction via Linear Programming.
Zhuoran WangJohn Shawe-TaylorPublished in: AISTATS (2009)
Keyphrases
- structured prediction
- linear programming
- maximum margin
- conditional random fields
- structured learning
- latent variables
- markov networks
- discriminative learning
- efficient learning
- dynamic programming
- objective function
- convex optimization
- approximate inference
- hidden markov models
- pairwise
- graphical models
- optimal solution
- belief networks
- support vector
- generative model
- model selection
- support vector machine
- machine learning