Structured Prediction with Relative Margin.
Pannagadatta K. ShivaswamyTony JebaraPublished in: ICMLA (2009)
Keyphrases
- structured prediction
- maximum margin
- support vector
- conditional random fields
- hyperplane
- markov networks
- learning algorithm
- efficient learning
- support vector machine
- convex optimization
- latent variables
- pattern classification
- multiple kernel learning
- approximate inference
- structured prediction problems
- generalization error
- probabilistic model
- active learning
- feature vectors
- feature selection