Supervised Nonlinear Factorizations Excel In Semi-supervised Regression.
Josif GrabockaErind BedalliLars Schmidt-ThiemePublished in: PAKDD (1) (2014)
Keyphrases
- semi supervised
- regression algorithm
- locally linear
- semi supervised learning
- supervised learning
- metric learning
- unlabeled data
- labeled data
- pairwise
- multi view
- simple linear
- regression model
- unsupervised learning
- active learning
- nonlinear regression
- semi supervised classification
- label information
- nonlinear functions
- generalized linear
- mercer kernels
- co training
- gaussian process
- labeled and unlabeled data
- supervised and semi supervised
- pairwise constraints
- linear regression
- semi supervised clustering
- gaussian processes
- support vector regression
- microsoft office
- manifold learning
- supervised methods
- highly nonlinear
- fully supervised
- microsoft excel
- model selection
- nonnegative matrix factorization
- learning algorithm
- feature selection
- similarity measure
- support vector
- multiple instance learning