Amortized Variational Inference: Towards the Mathematical Foundation and Review.
Ankush GangulySanjana JainUkrit WatchareeruetaiPublished in: CoRR (2022)
Keyphrases
- mathematical foundations
- variational inference
- bayesian inference
- latent dirichlet allocation
- probabilistic graphical models
- topic models
- gaussian process
- posterior distribution
- variational methods
- probabilistic model
- closed form
- mixture model
- worst case
- exponential family
- exact inference
- factor graphs
- approximate inference
- hyperparameters
- information extraction
- probability distribution