Beyond EM Algorithm on Over-specified Two-Component Location-Scale Gaussian Mixtures.
Tongzheng RenFuheng CuiSujay SanghaviNhat HoPublished in: CoRR (2022)
Keyphrases
- gaussian mixture
- em algorithm
- expectation maximization
- mixture model
- gaussian mixture model
- maximum likelihood
- maximum likelihood estimation
- parameter estimation
- log likelihood
- density estimation
- probability density function
- generative model
- probabilistic model
- closed form
- hyperparameters
- mixture of gaussians
- expectation maximisation
- maximum a posteriori
- high resolution
- data streams
- image segmentation
- learning algorithm
- mixture components
- mixture modeling
- machine learning