PAVI: Plate-Amortized Variational Inference.
Louis RouillardAlexandre Le BrisThomas MoreauDemian WassermannPublished in: CoRR (2023)
Keyphrases
- variational inference
- bayesian inference
- topic models
- probabilistic graphical models
- mixture model
- gaussian process
- probabilistic model
- latent dirichlet allocation
- posterior distribution
- closed form
- variational methods
- worst case
- exact inference
- exponential family
- graphical models
- factor graphs
- approximate inference
- generative model
- prior information
- probabilistic inference
- latent variables
- hyperparameters
- belief propagation
- markov networks
- regression model