An Efficient Quadrature Sequence and Sparsifying Methodology for Mean-Field Variational Inference.
Jed A. DuerschPublished in: CoRR (2023)
Keyphrases
- variational inference
- bayesian inference
- variational approximation
- topic models
- posterior distribution
- probabilistic graphical models
- variational methods
- gaussian process
- latent dirichlet allocation
- closed form
- mixture model
- probabilistic model
- exact inference
- approximate inference
- markov networks
- graphical models
- latent variables
- text mining
- factor graphs
- em algorithm
- exponential family
- generative model
- first order logic
- multiscale
- bayesian framework
- prior knowledge