Maximum Likelihood Estimation of Intrinsic Dimension.
Elizaveta LevinaPeter J. BickelPublished in: NIPS (2004)
Keyphrases
- maximum likelihood estimation
- intrinsic dimension
- intrinsic dimensionality
- high dimensions
- probability density
- maximum likelihood
- dimension reduction
- diffusion maps
- high dimensional data
- em algorithm
- nearest neighbor
- high dimensional
- parameter estimation
- expectation maximization
- low dimensional
- similarity search
- density function
- dimensionality reduction
- sparse representation
- probability distribution
- neural network
- data distribution
- optical flow
- prior knowledge
- mean shift
- unsupervised learning