Triple Jump Acceleration for the EM Algorithm.
Han-Shen HuangBou-Ho YangChun-Nan HsuPublished in: ICDM (2005)
Keyphrases
- em algorithm
- expectation maximization
- maximum likelihood
- mixture model
- generative model
- parameter estimation
- maximum likelihood estimation
- expectation maximisation
- likelihood function
- incomplete data
- markov chain
- gaussian mixture model
- gaussian mixture
- likelihood maximization
- probability density function
- gibbs sampling
- log likelihood
- mixture modeling
- finite mixture models
- hidden variables
- log likelihood function
- penalized likelihood
- computer vision
- model based clustering
- density estimation
- maximum a posteriori
- state space
- feature selection