Manifold regularization in structured output space for semi-supervised structured output prediction.
Fei JiangLili JiaXiaobao ShengRiley LeMieuxPublished in: CoRR (2015)
Keyphrases
- manifold regularization
- structured output
- semi supervised
- semi supervised learning
- maximum margin
- structured prediction
- multiclass classification
- discriminative learning
- conditional random fields
- unlabeled data
- labeled data
- pairwise constraints
- latent variables
- unsupervised learning
- pairwise
- support vector machine
- supervised learning
- dimension reduction
- generative model
- multi task learning
- active learning
- gaussian process
- markov networks
- markov random field
- transfer learning
- learning algorithm
- svm classifier