TLS-EM algorithm of Mixture Density Models for exponential families.
Feiyang HanYimin WeiPublished in: J. Comput. Appl. Math. (2022)
Keyphrases
- em algorithm
- exponential family
- mixture model
- maximum likelihood
- expectation maximization
- parameter estimation
- log likelihood
- hidden variables
- finite mixture model
- probabilistic model
- gaussian mixture model
- density estimation
- variational inference
- gaussian mixture
- mixture modeling
- maximum likelihood estimation
- generative model
- variational bayes
- bayesian framework
- probability density function
- statistical models
- mixture components
- maximum a posteriori
- incomplete data
- model selection
- mixture distribution
- hyperparameters
- markov chain monte carlo
- latent variable models
- unsupervised learning
- posterior distribution
- markov random field
- gaussian distribution
- k means
- statistical model
- graphical models
- least squares
- closed form
- state space
- probability distribution
- generalized em algorithm