Statistical Analysis of Semi-Supervised Regression.
John D. LaffertyLarry A. WassermanPublished in: NIPS (2007)
Keyphrases
- statistical analysis
- semi supervised
- regression algorithm
- semi supervised learning
- labeled data
- regression model
- pairwise
- active learning
- unlabeled data
- manifold learning
- regression problems
- semi supervised classification
- co training
- support vector regression
- multi view
- regression analysis
- simple linear
- linear regression
- unsupervised learning
- polynomial regression
- locally weighted
- low rank
- gaussian processes
- metric learning
- clinical data
- gaussian process
- labeled examples
- pairwise constraints
- neural network
- model selection
- regression methods
- supervised learning
- statistical analyses
- decision trees
- learning algorithm