Sparsity regularization path for semi-supervised SVM.
Gilles GassoKarina Zapien ArreolaStéphane CanuPublished in: ICMLA (2007)
Keyphrases
- semi supervised
- sparsity regularization
- semi supervised support vector machines
- support vector machine svm
- support vector
- semi supervised learning
- support vector machine
- labeled data
- multi class
- feature selection
- sparse coding
- unlabeled data
- generative model
- supervised learning
- training data
- pairwise
- knn
- active learning
- kernel machines
- unsupervised learning
- kernel function
- feature vectors
- linear combination
- image restoration
- cross validation
- support vector regression
- gaussian process
- pairwise constraints
- data sets
- co occurrence