Black-Box Variational Inference Converges.
Kyurae KimKaiwen WuJisu OhYian MaJacob R. GardnerPublished in: CoRR (2023)
Keyphrases
- black box
- variational inference
- bayesian inference
- topic models
- latent dirichlet allocation
- gaussian process
- posterior distribution
- probabilistic model
- probabilistic graphical models
- variational methods
- mixture model
- closed form
- black boxes
- exponential family
- exact inference
- approximate inference
- white box
- hyperparameters
- latent variables
- markov networks
- log likelihood
- regression model
- test cases
- density estimation
- least squares
- probability distribution