On Manifold Learning in Plato's Cave: Remarks on Manifold Learning and Physical Phenomena.
Roy R. LedermanBogdan ToaderPublished in: CoRR (2023)
Keyphrases
- manifold learning
- physical phenomena
- low dimensional
- diffusion maps
- high dimensional
- dimensionality reduction
- semi supervised
- nonlinear dimensionality reduction
- feature extraction
- high dimensional data
- subspace learning
- sparse representation
- dimension reduction
- head pose estimation
- manifold structure
- image formation
- laplacian eigenmaps
- feature space
- multi view
- mathematical models
- nearest neighbor
- nonlinear manifold
- geodesic distance
- data sets