Reduction to Band Form for the Singular Value Decomposition on Graphics Accelerators.
Andrés E. TomásRafael Rodríguez-SánchezSandra CatalánEnrique S. Quintana-OrtíPublished in: PMAM@PPoPP (2018)
Keyphrases
- singular value decomposition
- singular values
- least squares
- low rank
- dimension reduction
- latent semantic indexing
- reconstruction error
- dimensionality reduction
- principal component analysis
- neural network
- data matrix
- correlation matrix
- low rank matrices
- high dimensional data
- hough transform
- low rank approximation
- error minimization