Fat-Tailed Variational Inference with Anisotropic Tail Adaptive Flows.
Feynman T. LiangLiam HodgkinsonMichael W. MahoneyPublished in: CoRR (2022)
Keyphrases
- variational inference
- bayesian inference
- heavy tailed
- topic models
- posterior distribution
- probabilistic model
- variational methods
- gaussian process
- mixture model
- latent dirichlet allocation
- exact inference
- probabilistic graphical models
- closed form
- graphical models
- statistical model
- generative model
- co occurrence
- information extraction