Automatic structured variational inference.
Luca AmbrogioniKate LinEmily FertigSharad VikramMax HinneDave MooreMarcel van GervenPublished in: AISTATS (2021)
Keyphrases
- variational inference
- bayesian inference
- topic models
- variational methods
- latent dirichlet allocation
- closed form
- probabilistic graphical models
- gaussian process
- posterior distribution
- mixture model
- multiscale
- graphical models
- exact inference
- parameter estimation
- generative model
- hidden markov models
- prior knowledge