PAVI: Plate-Amortized Variational Inference.
Louis RouillardAlexandre Le BrisThomas MoreauDemian WassermannPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- variational inference
- bayesian inference
- topic models
- probabilistic graphical models
- gaussian process
- variational methods
- posterior distribution
- probabilistic model
- mixture model
- latent dirichlet allocation
- worst case
- closed form
- exponential family
- exact inference
- approximate inference
- factor graphs
- graphical models
- bayesian networks
- semi supervised
- model selection
- hidden variables
- bayesian framework
- belief propagation
- cross validation
- parameter estimation