Implicit Copula Variational Inference.
Michael Stanley SmithRuben Loaiza-MayaPublished in: J. Comput. Graph. Stat. (2023)
Keyphrases
- variational inference
- bayesian inference
- topic models
- gaussian process
- posterior distribution
- latent dirichlet allocation
- mixture model
- probabilistic model
- probabilistic graphical models
- variational methods
- closed form
- exponential family
- exact inference
- approximate inference
- factor graphs
- graphical models
- latent variables
- hyperparameters
- bayesian networks
- prior information
- log likelihood
- generative model
- multiscale
- belief propagation
- missing values
- parameter estimation
- maximum likelihood