Expectation Propagation for t-Exponential Family Using q-Algebra.
Futoshi FutamiIssei SatoMasashi SugiyamaPublished in: NIPS (2017)
Keyphrases
- exponential family
- expectation propagation
- variational bayes
- density estimation
- log likelihood
- mixture model
- graphical models
- maximum likelihood
- closed form
- statistical models
- probability density function
- missing values
- bayesian inference
- hidden variables
- probabilistic model
- gaussian mixture model
- outlier detection
- approximate inference
- order statistics
- markov chain monte carlo
- variational methods
- belief propagation
- gaussian distribution
- conditional random fields
- generative model
- knowledge discovery
- feature space