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: UAI (1998)
Keyphrases
- generalized linear
- exponential family
- mixture model
- closed form
- regression model
- maximum likelihood
- density estimation
- log likelihood
- statistical models
- graphical models
- missing values
- variational methods
- hyperparameters
- em algorithm
- order statistics
- probability density function
- generative model
- probabilistic model
- unsupervised learning
- expectation maximization
- gaussian mixture model
- model selection
- statistical model
- gaussian process
- hidden variables
- language model
- optical flow