Consistent Estimation of Identifiable Nonparametric Mixture Models from Grouped Observations.
Alexander RitchieRobert A. VandermeulenClayton D. ScottPublished in: CoRR (2020)
Keyphrases
- mixture model
- density estimation
- parzen window
- gaussian mixture model
- em algorithm
- probability density function
- generative model
- probabilistic model
- dirichlet process
- probability density
- mixture modeling
- model selection
- maximum likelihood
- unsupervised learning
- parametric models
- language model
- density function
- expectation maximization
- gaussian mixture
- exponential family
- finite mixtures
- parameter estimation
- automatic model selection
- principal component analysis
- maximum likelihood estimation
- outlier detection
- object recognition
- finite mixture models