Fixed-threshold SMO for Joint Constraint Learning Algorithm of Structural SVM.
Changki LeeHyunki KimMyung-Gil JangPublished in: SIGIR (2008)
Keyphrases
- structural svm
- quadratic programming
- learning algorithm
- cutting plane algorithm
- latent variables
- discriminative training
- ls svm
- machine learning
- linear programming
- active learning
- support vector machine
- generalization ability
- decomposition methods
- back propagation
- maximum margin
- cutting plane
- training data
- probabilistic model
- training examples
- hidden markov models
- optical flow
- optimal solution
- neural network