Statistical guarantees for the EM algorithm: From population to sample-based analysis.
Sivaraman BalakrishnanMartin J. WainwrightBin YuPublished in: CoRR (2014)
Keyphrases
- em algorithm
- expectation maximization
- maximum likelihood
- statistical analysis
- gaussian mixture model
- mixture model
- parameter estimation
- maximum likelihood estimation
- data analysis
- maximum a posteriori
- gaussian mixture
- likelihood function
- model based clustering
- generative model
- image sequences
- log likelihood
- mixture distribution
- mixture modeling