Elastic-net regularization of singular values for robust subspace learning.
Eunwoo KimMinsik LeeSonghwai OhPublished in: CVPR (2015)
Keyphrases
- elastic net
- subspace learning
- singular values
- dimensionality reduction
- singular value decomposition
- principal component analysis
- regularization parameter
- sparse coding
- face recognition
- low dimensional
- semi supervised
- sparse representation
- data representation
- computer vision
- nearest neighbor
- low rank
- generative model
- feature selection
- learning algorithm