Adaptive parameter estimation of GMM and its application in clustering.
Linchang ZhaoZhaowei ShangJin TanXiaoliu LuoTaiping ZhangYu WeiYuan Yan TangPublished in: Future Gener. Comput. Syst. (2020)
Keyphrases
- parameter estimation
- em algorithm
- expectation maximization
- maximum likelihood
- gaussian mixture model
- k means
- least squares
- clustering algorithm
- parameter estimation algorithm
- markov random field
- model selection
- mixture model
- statistical models
- random fields
- maximum likelihood estimation
- posterior distribution
- parameter values
- parameters estimation
- estimation problems
- parameter estimates
- gibbs sampling
- gaussian mixture
- model fitting
- structure learning
- approximate inference
- higher order
- bayesian framework
- bayesian model selection
- three dimensional