Probabilistic Principal Components and Mixtures, How This Works.
Anna M. BartkowiakRadoslaw ZimrozPublished in: CISIM (2015)
Keyphrases
- principal components
- principal component analysis
- independent components
- spectral data
- multivariate data
- hyperplane
- bayesian networks
- kernel space
- dimensionality reduction
- principal component regression
- correlation coefficient
- principal components analysis
- probabilistic model
- covariance matrix
- mixture model
- kernel principal component analysis
- generative model
- expectation maximization
- learning algorithm