Maximum Likelihood and the Graphical Em Algorithm.
Guillaume LatombeEric GrangerFred A. DilkesPublished in: CCECE (2006)
Keyphrases
- em algorithm
- maximum likelihood
- expectation maximization
- mixture model
- parameter estimation
- likelihood function
- maximum likelihood estimation
- log likelihood
- generative model
- gaussian mixture model
- expectation maximisation
- maximum a posteriori
- hyperparameters
- gaussian mixture
- hidden variables
- log likelihood function
- gaussian distribution
- density estimation
- image segmentation
- likelihood maximization
- matrix factorisation
- model based clustering
- incomplete data