Joint sufficient dimension reduction for estimating continuous treatment effect functions.
Ming-Yueh HuangKwun Chuen Gary ChanPublished in: J. Multivar. Anal. (2018)
Keyphrases
- dimension reduction
- principal component analysis
- low dimensional
- high dimensional data
- random projections
- singular value decomposition
- high dimensional
- manifold learning
- feature extraction
- high dimensional problems
- data mining and machine learning
- linear discriminant analysis
- discriminative information
- variable selection
- unsupervised learning
- high dimensionality
- feature selection
- partial least squares
- dimensionality reduction
- dimension reduction methods
- preprocessing
- cluster analysis
- object recognition
- data sets
- high dimensional data analysis
- sparse metric learning
- feature vectors
- feature space
- pattern recognition
- face recognition
- neural network