Foundations of Coupled Nonlinear Dimensionality Reduction.
Dmitry StorcheusMehryar MohriAfshin RostamizadehPublished in: CoRR (2015)
Keyphrases
- nonlinear dimensionality reduction
- manifold learning
- dimensionality reduction
- low dimensional
- high dimensional data
- diffusion maps
- laplacian eigenmaps
- feature mapping
- riemannian manifolds
- maximum variance unfolding
- data sets
- dimensionality reduction methods
- locally linear embedding
- computer vision
- neural network
- distance measure
- data visualization
- subspace learning
- principal component analysis
- high dimensional
- feature extraction