Supervised learning of explicit maps with ability to correct distortions in the target output for manifold learning.
Suchismita DasNikhil R. PalPublished in: Inf. Sci. (2022)
Keyphrases
- manifold learning
- supervised learning
- semi supervised
- dimensionality reduction
- low dimensional
- diffusion maps
- subspace learning
- nonlinear dimensionality reduction
- head pose estimation
- high dimensional
- statistical learning
- feature extraction
- dimension reduction
- laplacian eigenmaps
- unsupervised learning
- high dimensional data
- semi supervised learning
- sparse representation
- manifold structure
- locality preserving
- manifold learning algorithm
- class labels
- reinforcement learning
- locally linear embedding
- data sets
- discriminant projection
- riemannian manifolds
- learning tasks
- active learning
- training data
- feature selection