Streamlined Variational Inference with Higher Level Random Effects.
Tui H. NolanMarianne MenictasMatt P. WandPublished in: J. Mach. Learn. Res. (2020)
Keyphrases
- variational inference
- random effects
- bayesian inference
- mixed effects
- hidden markov models
- variational methods
- probabilistic graphical models
- topic models
- posterior distribution
- mixture model
- latent dirichlet allocation
- probabilistic model
- hierarchical structure
- gaussian process
- closed form
- exponential family
- linear model
- graphical models
- latent variables
- factor graphs
- regression model
- approximate inference
- optic flow
- expectation maximization
- log likelihood
- exact inference
- hyperparameters
- optical flow
- pairwise
- bayesian networks
- data mining