Adaptive Model Selection and Assessment for Exponential Family Distributions.
Xiaotong ShenHsin-Cheng HuangJimmy YePublished in: Technometrics (2004)
Keyphrases
- exponential family
- model selection
- mixture model
- marginal likelihood
- maximum likelihood
- density estimation
- cross validation
- closed form
- hyperparameters
- parameter estimation
- graphical models
- statistical models
- log likelihood
- missing values
- regression model
- markov chain monte carlo
- sample size
- motion segmentation
- order statistics
- probability density function
- machine learning
- gaussian mixture model
- posterior distribution
- hidden variables
- feature selection
- gaussian process
- least squares
- probabilistic model
- em algorithm
- variational methods
- data mining
- unsupervised learning