Inverse regression approach to robust nonlinear high-to-low dimensional mapping.
Émeline PerthameFlorence ForbesAntoine DeleforgePublished in: J. Multivar. Anal. (2018)
Keyphrases
- low dimensional
- high dimensional feature space
- nonlinear manifold learning
- high dimensional
- locally linear
- human age estimation
- linear dimensionality reduction
- dimensionality reduction
- input space
- high robustness
- wide range
- robust regression
- subspace learning
- regression model
- model selection
- linear regression
- euclidean space
- support vector
- nonlinear functions
- low dimensional manifolds
- embedding space
- high dimensional data
- machine learning
- pairwise
- principal component analysis
- nonlinear regression
- nonlinear dimensionality reduction
- latent space
- partial least squares
- discriminant analysis
- manifold learning