Outsourcing Eigen-Decomposition and Singular Value Decomposition of Large Matrix to a Public Cloud.
Lifeng ZhouChunguang LiPublished in: IEEE Access (2016)
Keyphrases
- singular value decomposition
- eigendecomposition
- low rank
- singular values
- kernel matrix
- dimension reduction
- least squares
- dimensionality reduction
- covariance matrix
- low rank approximation
- similarity matrix
- principal component analysis
- latent semantic indexing
- spectral clustering
- data matrix
- singular vectors
- qr decomposition