Adaptive Bayesian SLOPE: Model Selection With Incomplete Data.
Wei JiangMalgorzata BogdanJulie JosseSzymon MajewskiBlazej MiasojedowVeronika RockováPublished in: J. Comput. Graph. Stat. (2022)
Keyphrases
- model selection
- incomplete data
- hyperparameters
- bayesian learning
- bayesian model selection
- bayesian networks
- posterior distribution
- em algorithm
- marginal likelihood
- missing data
- learning bayesian networks
- multiple imputation
- cross validation
- statistical inference
- missing values
- bayesian methods
- parameter estimation
- gaussian processes
- bayesian approaches
- sample size
- gaussian process
- model selection criteria
- incomplete data sets
- selection criterion
- mixture model
- feature selection
- maximum likelihood
- machine learning
- bayesian inference
- statistical databases
- structure learning
- approximate inference
- bayesian information criterion
- probability distribution
- training data