Fair Marriage Principle and Initialization Map for the EM Algorithm.
Chenguang LuPublished in: CoRR (2020)
Keyphrases
- em algorithm
- maximum a posteriori
- expectation maximization
- map estimation
- mixture model
- maximum likelihood
- parameter estimation
- gaussian mixture model
- generative model
- gaussian mixture
- likelihood function
- maximum likelihood estimation
- expectation maximisation
- incomplete data
- hidden variables
- log likelihood
- mixture modeling
- gibbs sampling
- matrix factorisation
- probability density function
- model based clustering
- k means
- finite mixture models
- likelihood maximization
- parameter learning
- density estimation
- mutual information
- probabilistic principal component analysis
- image processing