Fast and Simple Natural-Gradient Variational Inference with Mixture of Exponential-family Approximations.
Wu LinMohammad Emtiyaz KhanMark SchmidtPublished in: ICML (2019)
Keyphrases
- exponential family
- variational inference
- closed form
- variational methods
- graphical models
- maximum likelihood
- mixture model
- density estimation
- log likelihood
- statistical models
- missing values
- order statistics
- bayesian inference
- probability density function
- hidden variables
- markov chain monte carlo
- bayesian networks
- em algorithm
- multiscale
- pairwise
- curve evolution
- optic flow
- approximate inference
- probabilistic inference
- machine learning
- expectation maximization