Exponential family mixed membership models for soft clustering of multivariate data.
Arthur J. WhiteThomas Brendan MurphyPublished in: Adv. Data Anal. Classif. (2016)
Keyphrases
- multivariate data
- exponential family
- soft clustering
- maximum likelihood
- high dimensional
- density estimation
- graphical models
- statistical models
- log likelihood
- closed form
- categorical data
- principal components
- missing values
- mixture model
- parameter space
- original data
- probability density function
- computer vision
- neural network
- data sets
- high dimensional data
- incremental learning
- pairwise
- feature selection