The Manifold Density Function: An Intrinsic Method for the Validation of Manifold Learning.
Benjamin HolmgrenEli QuistJordan SchupbachBrittany Terese FasyBastian RieckPublished in: CoRR (2024)
Keyphrases
- manifold learning
- density function
- manifold structure
- dimension reduction
- manifold learning algorithm
- low dimensional
- dimensionality reduction
- diffusion maps
- input data
- density estimation
- pattern recognition
- nonlinear dimensionality reduction
- em algorithm
- data sets
- prior knowledge
- feature space
- geodesic distance
- probability density
- computer vision