Semi-Supervised Gaussian Process Classifiers.
Vikas SindhwaniWei ChuS. Sathiya KeerthiPublished in: IJCAI (2007)
Keyphrases
- clustering algorithm
- gaussian process
- semi supervised
- kernel logistic regression
- co training
- gaussian processes
- semi supervised learning
- labeled data
- gaussian process regression
- pairwise
- active learning
- unlabeled data
- approximate inference
- supervised learning
- class labels
- training data
- gaussian process classification
- decision trees
- training set
- sparse approximations
- covariance function
- generative model
- latent variables
- gaussian process models
- feature selection
- incremental learning
- support vector
- expectation propagation
- cross validation
- regression model
- data sets