Amortized Variational Inference: A Systematic Review.
Ankush GangulySanjana JainUkrit WatchareeruetaiPublished in: J. Artif. Intell. Res. (2023)
Keyphrases
- systematic review
- variational inference
- bayesian inference
- empirical studies
- topic models
- posterior distribution
- probabilistic model
- worst case
- variational methods
- probabilistic graphical models
- latent dirichlet allocation
- gaussian process
- mixture model
- closed form
- exact inference
- exponential family
- graphical models
- approximate inference
- probability distribution
- factor graphs
- bayesian networks
- prior information
- latent variables
- belief propagation
- conditional random fields
- hyperparameters
- missing values
- regression model
- feature selection