Regularized Maximum Likelihood for Intrinsic Dimension Estimation.
Mithun Das GuptaThomas S. HuangPublished in: UAI (2010)
Keyphrases
- maximum likelihood
- intrinsic dimension
- intrinsic dimensionality
- maximum likelihood estimation
- parameter estimation
- least squares
- maximum likelihood estimator
- em algorithm
- probability density
- feature selection
- diffusion maps
- vector space
- high dimensional data
- high dimensions
- maximum a posteriori
- similarity search
- neural network
- expectation maximization
- dimensionality reduction
- principal component analysis
- machine learning