Dimensionality Reduction via Subspace and Submanifold Learning [From the Guest Editors].
Yi MaPartha NiyogiGuillermo SapiroRené VidalPublished in: IEEE Signal Process. Mag. (2011)
Keyphrases
- dimensionality reduction
- low dimensional
- learning process
- active learning
- learning tasks
- online learning
- high dimensional data
- prior knowledge
- data points
- principal components analysis
- face recognition
- component analysis
- subspace learning
- data representation
- unsupervised learning
- principal component analysis
- supervised learning
- pairwise