Geometry-Aware Maximum Likelihood Estimation of Intrinsic Dimension.
Marina GomtsyanNikita MokrovMaxim PanovYury YanovichPublished in: CoRR (2019)
Keyphrases
- maximum likelihood estimation
- intrinsic dimension
- intrinsic dimensionality
- maximum likelihood
- high dimensions
- em algorithm
- probability density
- parameter estimation
- geometric structure
- dimension reduction
- diffusion maps
- probability distribution
- high dimensional data
- nearest neighbor
- expectation maximization
- similarity search
- data distribution
- sparse representation
- density function
- high dimensional
- action recognition
- manifold learning
- image segmentation
- higher order
- bayesian networks