The stability of low-rank matrix reconstruction: A constrained singular value perspective.
Gongguo TangArye NehoraiPublished in: Allerton (2010)
Keyphrases
- singular values
- low rank matrix
- low rank
- singular value decomposition
- reconstruction error
- matrix decomposition
- missing data
- convex optimization
- matrix factorization
- linear combination
- data matrix
- high order
- high dimensional data
- dimensionality reduction
- kernel matrix
- viewpoint
- semi supervised
- least squares
- high resolution
- image reconstruction
- fundamental matrix
- object recognition
- data mining
- pattern recognition
- low dimensional
- feature extraction
- machine learning