A reaction network scheme which implements the EM algorithm.
Muppirala Viswa VirinchiAbhishek BeheraManoj GopalkrishnanPublished in: CoRR (2018)
Keyphrases
- dimensionality reduction
- em algorithm
- expectation maximization
- mixture model
- maximum likelihood
- generative model
- unsupervised learning
- parameter estimation
- gaussian mixture model
- maximum likelihood estimation
- expectation maximisation
- gaussian mixture
- likelihood function
- network structure
- finite mixture models
- incomplete data
- maximum a posteriori
- likelihood maximization
- probability density function
- log likelihood
- model based clustering
- hidden variables
- closed form
- penalized likelihood
- parameter learning
- probability distribution