Maximum Margin Active Learning for Sequence Labeling with Different Length.
Haibin ChengRuofei ZhangYefei PengJianchang MaoPang-Ning TanPublished in: ICDM (2008)
Keyphrases
- maximum margin
- structured prediction
- active learning
- learning algorithm
- generalization error
- support vector
- markov networks
- hyperplane
- conditional random fields
- pattern classification
- discriminative learning
- support vector machine
- semi supervised
- maximum likelihood
- training examples
- supervised learning
- machine learning
- binary classification
- high order
- unlabeled data
- probabilistic model
- learning process
- first order logic
- semi supervised learning
- multi task
- labeled data
- data points
- efficient learning
- decision trees
- information retrieval