Maximum Likelihood Estimation of Parameters in a Mixture Model.
Satish BhatR. VidyaV. Pandit ParameshwarPublished in: Commun. Stat. Simul. Comput. (2016)
Keyphrases
- maximum likelihood estimation
- mixture model
- em algorithm
- expectation maximization
- maximum likelihood
- mixture of gaussians
- parameter estimation
- gaussian mixture model
- generative model
- probabilistic model
- gaussian mixture
- density estimation
- multivariate gaussian
- likelihood function
- probability density function
- maximum a posteriori
- hyperparameters
- unsupervised learning
- bayesian framework
- density function
- gaussian distribution
- probability density
- image segmentation
- model selection
- k means
- mixture components