Consistency of Dictionary-Based Manifold Learning.
Samson J. KoelleHanyu ZhangOctavian-Vlad MuradMarina MeilaPublished in: AISTATS (2024)
Keyphrases
- manifold learning
- low dimensional
- dimensionality reduction
- nonlinear dimensionality reduction
- diffusion maps
- semi supervised
- high dimensional
- subspace learning
- dimension reduction
- head pose estimation
- laplacian eigenmaps
- manifold learning algorithm
- feature extraction
- sparse representation
- manifold structure
- neural network
- nonlinear manifold
- discriminant projection
- locality preserving
- low dimensional manifolds
- locality preserving projections
- riemannian manifolds
- principal component analysis