Counting probability distributions: Differential geometry and model selection.
In Jae MyungVijay BalasubramanianMark A. PittPublished in: Proc. Natl. Acad. Sci. USA (2000)
Keyphrases
- model selection
- differential geometry
- probability distribution
- cross validation
- random variables
- infinite dimensional
- hyperparameters
- parameter estimation
- structure tensor
- bayesian networks
- mixture model
- regression model
- sample size
- riemannian manifolds
- machine learning
- feature selection
- probability density function
- posterior distribution
- generalization error
- closed curves
- gaussian process
- statistical inference
- shape space
- principal component analysis
- high dimensional
- probabilistic model