Penalized Maximum Likelihood Estimation of Multi-layered Gaussian Graphical Models.
Jiahe LinSumanta BasuMoulinath BanerjeeGeorge MichailidisPublished in: J. Mach. Learn. Res. (2016)
Keyphrases
- multi layered
- maximum likelihood estimation
- gaussian graphical models
- maximum likelihood
- graphical models
- em algorithm
- parameter estimation
- belief propagation
- linear models
- least squares
- expectation maximization
- mixture of gaussians
- multivariate gaussian
- probability distribution
- gaussian mixture model
- hyperparameters
- mixture model
- maximum a posteriori
- density function
- pairwise
- variable selection
- higher order