Variational Inference with Gaussian Score Matching.
Chirag ModiRobert GowerCharles MargossianYuling YaoDavid M. BleiLawrence K. SaulPublished in: NeurIPS (2023)
Keyphrases
- bayesian networks
- variational inference
- exact inference
- probabilistic model
- approximate inference
- graphical models
- bayesian inference
- probabilistic graphical models
- variational methods
- mixture model
- topic models
- gaussian process
- closed form
- exponential family
- latent dirichlet allocation
- posterior distribution
- latent variables
- maximum likelihood
- hidden markov models
- gaussian mixture model
- pairwise