Batch and match: black-box variational inference with a score-based divergence.
Diana CaiChirag ModiLoucas Pillaud-VivienCharles C. MargossianRobert M. GowerDavid M. BleiLawrence K. SaulPublished in: CoRR (2024)
Keyphrases
- black box
- variational inference
- bayesian inference
- topic models
- posterior distribution
- probabilistic model
- variational methods
- mixture model
- latent dirichlet allocation
- probabilistic graphical models
- black boxes
- gaussian process
- closed form
- exponential family
- white box
- graphical models
- latent variables
- generative model
- probability distribution
- approximate inference
- exact inference
- markov networks
- factor graphs
- hyperparameters
- em algorithm