Maximum likelihood estimation in linear models with a Gaussian model matrix.
Ami WieselYonina C. EldarAmir BeckPublished in: IEEE Signal Process. Lett. (2006)
Keyphrases
- maximum likelihood estimation
- linear models
- gaussian model
- expectation maximization
- em algorithm
- maximum likelihood
- gaussian distribution
- linear model
- conditional independence
- variable selection
- parameter estimation
- mixture model
- gaussian mixture model
- probability distribution
- linear regression
- gaussian processes
- probabilistic model
- unsupervised learning
- skin color
- image segmentation
- maximum a posteriori
- probability density function
- singular value decomposition
- generative model
- supervised learning