Automated Model Selection and Parameter Estimation of Log-Normal Mixtures via BYY Harmony Learning.
Yifan ZhouZhijie RenJinwen MaPublished in: ICIC (3) (2013)
Keyphrases
- model selection
- parameter estimation
- statistical learning
- bayesian learning
- cross validation
- mixture model
- unsupervised learning
- hyperparameters
- maximum likelihood
- sample size
- statistical models
- model selection criteria
- selection criterion
- automatic model selection
- least squares
- regression model
- bayesian methods
- feature selection
- log normal
- expectation maximization
- gaussian process
- markov random field
- parameter values
- variable selection
- parameter estimation algorithm
- posterior distribution
- learning algorithm
- machine learning
- bayesian model selection
- stochastic logic programs
- marginal likelihood
- information criterion
- structure learning
- random fields
- high dimensional