A Probabilistic Analysis of EM for Mixtures of Separated, Spherical Gaussians.
Sanjoy DasguptaLeonard J. SchulmanPublished in: J. Mach. Learn. Res. (2007)
Keyphrases
- mixture model
- probabilistic model
- gaussian mixture
- statistical analysis
- data sets
- generative model
- expectation maximization
- data analysis
- image segmentation
- em algorithm
- linear combination
- real time
- data streams
- bayesian networks
- maximum likelihood
- model selection
- feature selection
- social networks
- artificial intelligence
- gaussian mixture model
- closed form