Formulating Robust Linear Regression Estimation as a One-Class LDA Criterion: Discriminative Hat Matrix.
Franck DufrenoisJean-Charles NoyerPublished in: IEEE Trans. Neural Networks Learn. Syst. (2013)
Keyphrases
- linear regression
- robust regression
- least squares
- regression problems
- ridge regression
- regression methods
- generalized linear models
- nonlinear regression
- feature extraction
- discriminating power
- linear regression model
- null space
- regression method
- regression trees
- locally weighted
- linear models
- linear discriminant analysis
- face recognition
- discriminant analysis
- singular value decomposition
- generative model
- latent dirichlet allocation
- dimensionality reduction
- computer vision
- dimension reduction
- principal component analysis
- predictor variables
- feature space
- multivariate regression