The Stability of Low-Rank Matrix Reconstruction: a Constrained Singular Value View
Gongguo TangArye NehoraiPublished in: CoRR (2010)
Keyphrases
- singular values
- low rank matrix
- low rank
- singular value decomposition
- matrix decomposition
- reconstruction error
- matrix factorization
- convex optimization
- missing data
- linear combination
- data matrix
- semi supervised
- kernel matrix
- high dimensional data
- high order
- image reconstruction
- multiple views
- dimensionality reduction
- three dimensional
- gene expression
- principal component analysis
- collaborative filtering
- feature vectors
- feature extraction
- image sequences