Regularized Maximum Likelihood for Intrinsic Dimension Estimation
Mithun Das GuptaThomas S. HuangPublished in: CoRR (2012)
Keyphrases
- maximum likelihood
- intrinsic dimension
- intrinsic dimensionality
- maximum likelihood estimation
- parameter estimation
- em algorithm
- high dimensions
- expectation maximization
- vector space
- dimension reduction
- maximum likelihood estimator
- least squares
- dimensionality reduction
- similarity search
- noisy data
- nearest neighbor
- probability density
- mixture model
- density estimation
- data mining
- high dimensional
- pattern recognition
- training data
- image processing
- machine learning