Variational Inference with Gaussian Score Matching.
Chirag ModiCharles MargossianYuling YaoRobert GowerDavid M. BleiLawrence K. SaulPublished in: CoRR (2023)
Keyphrases
- variational inference
- bayesian inference
- topic models
- probabilistic graphical models
- posterior distribution
- probabilistic model
- latent dirichlet allocation
- closed form
- gaussian process
- mixture model
- exponential family
- variational methods
- factor graphs
- image matching
- multiscale
- gaussian distribution
- maximum likelihood
- approximate inference
- graphical models
- probability distribution
- text mining
- least squares
- scoring function
- gaussian mixture model
- generative model