Local principal component pursuit for nonlinear datasets.
Brendt WohlbergRick ChartrandJames TheilerPublished in: ICASSP (2012)
Keyphrases
- machine learning
- principal components
- principal curves
- principal component analysis
- pattern recognition
- dimensionality reduction
- multivariate data
- principal components analysis
- correlation coefficient
- principal component regression
- kernel space
- covariance matrix
- hyperplane
- synthetic datasets
- feature vectors
- benchmark datasets
- manifold learning
- piecewise linear
- feature set
- computer vision
- neural network
- data sets