Bayesian exponential family projections for coupled data sources.
Arto KlamiSeppo VirtanenSamuel KaskiPublished in: UAI (2010)
Keyphrases
- exponential family
- variational bayesian
- data sources
- maximum likelihood
- statistical models
- log likelihood
- density estimation
- graphical models
- closed form
- markov chain monte carlo
- mixture model
- missing values
- order statistics
- parameter estimation
- variational methods
- hidden variables
- databases
- em algorithm
- bayesian networks
- posterior probability
- data sets
- expectation maximization
- markov chain
- posterior distribution
- hyperparameters
- gaussian mixture model
- least squares
- generative model