A Matrix Computation View of FastMap and RobustMap Dimension Reduction Algorithms.
George OstrouchovPublished in: SIAM J. Matrix Anal. Appl. (2009)
Keyphrases
- dimension reduction
- singular value decomposition
- data mining and machine learning
- linear algebra
- high dimensional problems
- principal component analysis
- feature selection
- high dimensional
- high dimensional data analysis
- high dimensional data
- feature extraction
- dimensionality reduction
- high dimensionality
- manifold learning
- random projections
- unsupervised learning
- qr decomposition
- learning algorithm
- variable selection
- low dimensional
- dimension reduction methods
- discriminative information
- partial least squares
- support vector
- low rank
- object recognition
- semi supervised
- input image
- machine learning