Discriminative Hat Matrix: A new tool for outlier identification and linear regression.
Franck DufrenoisJean-Charles NoyerPublished in: IJCNN (2011)
Keyphrases
- linear regression
- least squares
- regression problems
- regression methods
- nonlinear regression
- linear regression model
- linear models
- kernel regression
- ridge regression
- outlier detection
- generalized linear models
- singular value decomposition
- locally weighted
- low rank
- linear predictors
- feature extraction
- multivariate regression
- predictor variables
- machine learning
- regression trees
- semi supervised
- bayesian networks
- computer vision