The Stability of Low-Rank Matrix Reconstruction: A Constrained Singular Value View.
Gongguo TangArye NehoraiPublished in: IEEE Trans. Inf. Theory (2012)
Keyphrases
- singular values
- low rank matrix
- low rank
- singular value decomposition
- matrix decomposition
- reconstruction error
- convex optimization
- linear combination
- missing data
- matrix factorization
- least squares
- semi supervised
- kernel matrix
- image reconstruction
- three dimensional
- multiple views
- high resolution
- high dimensional data
- dimensionality reduction
- high order
- approximation methods
- object recognition
- learning algorithm