Unsupervised Maximum Margin Feature Selection with manifold regularization.
Bin ZhaoJames Tin-Yau KwokFei WangChangshui ZhangPublished in: CVPR (2009)
Keyphrases
- maximum margin
- feature selection
- support vector
- multi task
- semi supervised
- support vector machine
- unsupervised learning
- semi supervised learning
- hyperplane
- multiple kernel learning
- learning algorithm
- markov networks
- machine learning
- supervised learning
- feature space
- generalization error
- pattern classification
- feature set
- dimension reduction
- multi class
- text classification
- feature extraction
- labeled data
- text categorization
- unlabeled data
- model selection
- maximum likelihood
- active learning
- learning tasks
- high dimensionality
- dimensionality reduction
- knn
- kernel learning
- training samples
- similarity measure
- training data
- support vectors
- learning problems
- kernel methods
- high order
- kernel function