Streaming Principal Component Analysis From Incomplete Data.
Armin EftekhariGregory OngieLaura BalzanoMichael B. WakinPublished in: J. Mach. Learn. Res. (2019)
Keyphrases
- incomplete data
- principal component analysis
- learning bayesian networks
- missing data
- principal components
- missing values
- bayesian networks
- independent component analysis
- dimensionality reduction
- em algorithm
- data streams
- covariance matrix
- incomplete data sets
- discriminant analysis
- linear discriminant analysis
- low dimensional
- face images
- face recognition
- feature extraction
- feature space
- bayes classifier
- video streaming
- image restoration
- computer vision
- neural network
- graphical models
- factor analysis
- data mining
- variational bayesian
- proximal point