Single Pass PCA of Matrix Products.
Shanshan WuSrinadh BhojanapalliSujay SanghaviAlexandros G. DimakisPublished in: NIPS (2016)
Keyphrases
- single pass
- principal component analysis
- covariance matrix
- singular value decomposition
- stream mining
- dimensionality reduction
- principal components analysis
- principal components
- principle component analysis
- eigenvalues and eigenvectors
- independent component analysis
- dimension reduction
- regression forests
- feature space
- face recognition
- highly parallel
- feature extraction
- high dimensional
- kernel pca
- low rank
- linear discriminant analysis
- k means
- qr decomposition
- appearance based object recognition