A Linear Subspace Learning Approach via Low Rank Decomposition.
Fanlong ZhangJian YangPublished in: IBICA (2011)
Keyphrases
- low rank
- subspace learning
- low rank matrix
- high dimensional data
- semi supervised
- low rank approximation
- dimensionality reduction
- linear subspace
- tensor decomposition
- convex optimization
- linear combination
- matrix factorization
- data representation
- singular value decomposition
- missing data
- low dimensional
- sparse coding
- manifold learning
- rank minimization
- kernel matrix
- high order
- principal component analysis
- high dimensional
- data sets
- face recognition
- robust face recognition
- feature space
- learning algorithm
- background modeling
- data points
- dimension reduction
- sparse representation
- pairwise
- object recognition
- pattern recognition
- recommender systems
- active learning
- multiscale