Asymptotic Generalization Bound of Fisher's Linear Discriminant Analysis.
Wei BianDacheng TaoPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2014)
Keyphrases
- linear discriminant analysis
- linear discriminant
- fisher criterion
- discriminant analysis
- worst case
- dimensionality reduction
- face recognition
- class separability
- principal component analysis
- small sample size
- null space
- dimension reduction
- upper bound
- discriminant features
- support vector
- support vector machine svm
- feature space
- feature extraction
- principal components analysis
- high dimensional data
- lower bound
- subspace methods
- scatter matrix
- multivariate statistical
- dealing with high dimensional data
- locality preserving projections
- signal processing
- neural network
- principal components
- scatter matrices
- multi class
- high dimensional
- similarity measure
- qr decomposition
- image processing
- generalized discriminant analysis