The Sample Complexity of Subspace Learning with Partial Information.
Alon GonenDan RosenbaumYonina C. EldarShai Shalev-ShwartzPublished in: CoRR (2014)
Keyphrases
- partial information
- subspace learning
- incomplete information
- dimensionality reduction
- manifold learning
- data representation
- face recognition
- learning algorithm
- sparse representation
- principal component analysis
- maximum margin criterion
- feature extraction
- semi supervised
- low dimensional
- high dimensional
- high dimensional data
- sparse coding
- subspace learning algorithm
- natural images
- linear discriminant analysis
- active learning
- feature space
- pattern recognition