Hierarchical Mixtures-of-Experts for Exponential Family Regression Models with Generalized Linear Mean Functions: A Survey of Approximation and Consistency Results
Wenxin JiangMartin A. TannerPublished in: CoRR (2013)
Keyphrases
- generalized linear
- exponential family
- mixture model
- closed form
- regression model
- maximum likelihood
- graphical models
- density estimation
- statistical models
- missing values
- log likelihood
- gaussian mixture model
- order statistics
- hidden variables
- hyperparameters
- markov chain monte carlo
- variational methods
- statistical model
- probability density function
- unsupervised learning
- model selection
- em algorithm
- probabilistic model
- pairwise
- missing data
- parameter estimation
- belief propagation
- expectation maximization
- language model