Ten Steps of EM Suffice for Mixtures of Two Gaussians.
Constantinos DaskalakisChristos TzamosManolis ZampetakisPublished in: CoRR (2016)
Keyphrases
- mixture model
- gaussian mixture
- expectation maximization
- gaussian mixture model
- em algorithm
- mixture of gaussians
- mixtures of gaussians
- linear combination
- probabilistic model
- generative model
- maximum likelihood
- unsupervised learning
- parameter estimation
- probability density function
- case study
- model selection
- maximum likelihood estimation
- mixture distribution
- real time
- denoising
- probability distribution
- website
- genetic algorithm
- machine learning
- databases