Inference for the Hyperparameters of Structural Models Under Classical and Bayesian Perspectives: A Comparison Study.
Thiago Rezende Dos SantosGlaura C. FrancoPublished in: Commun. Stat. Simul. Comput. (2010)
Keyphrases
- hyperparameters
- bayesian inference
- structural models
- posterior distribution
- gaussian processes
- prior information
- gaussian process
- maximum likelihood
- probabilistic model
- bayesian networks
- structural model
- model selection
- cross validation
- em algorithm
- bayesian framework
- support vector
- closed form
- incomplete data
- random sampling
- incremental learning
- noise level
- ls svm
- maximum a posteriori
- upper bound
- pairwise
- sample size
- latent variables
- decision trees