Mixture models: building a parameter space.
Vahed MaroufyPaul MarriottPublished in: Stat. Comput. (2017)
Keyphrases
- parameter space
- mixture model
- gaussian mixture model
- density estimation
- probabilistic model
- generative model
- high dimensional
- em algorithm
- language model
- parameter values
- multivariate data
- finite mixtures
- expectation maximization
- unsupervised learning
- mixture modeling
- model selection
- automatic model selection
- riemannian metric
- gaussian mixture
- maximum likelihood
- search space
- likelihood function
- hough space
- probability density function
- prior knowledge
- data sets
- feature space