Geometry-Aware Maximum Likelihood Estimation of Intrinsic Dimension.
Marina GomtsyanNikita MokrovMaxim PanovYury YanovichPublished in: ACML (2019)
Keyphrases
- maximum likelihood estimation
- intrinsic dimension
- intrinsic dimensionality
- em algorithm
- maximum likelihood
- high dimensions
- probability density
- parameter estimation
- diffusion maps
- expectation maximization
- high dimensional data
- geometric structure
- probability distribution
- dimension reduction
- nearest neighbor
- density function
- low dimensional
- high dimensional
- sparse representation
- manifold learning
- image processing
- similarity search
- markov random field
- optical flow
- face recognition