Distributed dimension reduction with nearly oracle rate.
Zhengtian ZhuLiping ZhuPublished in: Stat. Anal. Data Min. (2022)
Keyphrases
- dimension reduction
- principal component analysis
- high dimensional
- singular value decomposition
- high dimensional data
- data mining and machine learning
- variable selection
- partial least squares
- feature extraction
- low dimensional
- discriminative information
- linear discriminant analysis
- feature space
- manifold learning
- cluster analysis
- feature selection
- random projections
- dimension reduction methods
- dimensionality reduction
- high dimensional problems
- database
- sparse metric learning
- computer vision
- high dimensionality
- preprocessing
- high dimensional data analysis
- feature subspace
- knowledge discovery