Bayesian Robust PCA for Incomplete Data.
Jaakko LuttinenAlexander IlinJuha KarhunenPublished in: ICA (2009)
Keyphrases
- incomplete data
- bayesian networks
- variational bayesian
- missing data
- missing values
- learning bayesian networks
- principal component analysis
- multiple imputation
- em algorithm
- independent component analysis
- principal components analysis
- hyperparameters
- dimensionality reduction
- bayesian inference
- data sets
- covariance matrix
- posterior distribution
- gaussian processes
- data analysis
- feature extraction
- irrelevant attributes
- decision trees