Tapkee: an efficient dimension reduction library.
Sergey LisitsynChristian WidmerFernando J. Iglesias GarciaPublished in: J. Mach. Learn. Res. (2013)
Keyphrases
- dimension reduction
- principal component analysis
- high dimensional
- high dimensional problems
- feature extraction
- data mining and machine learning
- high dimensional data
- singular value decomposition
- feature space
- low dimensional
- dimensionality reduction
- discriminative information
- unsupervised learning
- variable selection
- high dimensionality
- linear discriminant analysis
- cluster analysis
- dimension reduction methods
- random projections
- manifold embedding
- manifold learning
- partial least squares
- high dimensional data analysis
- data analysis
- feature selection
- sparse metric learning
- neural network
- intrinsic dimension
- maximum likelihood
- object recognition
- support vector
- computer vision