Consistent Estimation of Identifiable Nonparametric Mixture Models from Grouped Observations.
Alexander RitchieRobert A. VandermeulenClayton D. ScottPublished in: NeurIPS (2020)
Keyphrases
- mixture model
- density estimation
- parzen window
- gaussian mixture model
- generative model
- probabilistic model
- em algorithm
- mixture modeling
- probability density function
- dirichlet process
- expectation maximization
- probability density
- model selection
- parameter estimation
- language model
- unsupervised learning
- exponential family
- maximum likelihood estimation
- maximum likelihood
- gaussian mixture
- parametric models
- finite mixture models
- pattern recognition
- closed form
- mixture of gaussians
- mean shift
- machine learning
- data mining