Generalized Identifiability Bounds for Mixture Models with Grouped Samples.
Robert A. VandermeulenRené SaitenmacherPublished in: CoRR (2022)
Keyphrases
- mixture model
- gaussian mixture model
- dirichlet distribution
- em algorithm
- generative model
- density estimation
- probabilistic model
- language model
- expectation maximization
- data sets
- maximum likelihood
- upper bound
- model selection
- unsupervised learning
- mixture modeling
- finite mixtures
- gaussian mixture
- training samples
- dirichlet prior
- model based clustering
- automatic model selection
- factor analysis
- probability density function
- bayesian information criterion
- exponential family
- log linear models
- image segmentation
- learning algorithm