Variational Inference with Holder Bounds.
Junya ChenDanni LuZidi XiuKe BaiLawrence CarinChenyang TaoPublished in: CoRR (2021)
Keyphrases
- variational inference
- bayesian inference
- topic models
- latent dirichlet allocation
- probabilistic graphical models
- probabilistic model
- posterior distribution
- gaussian process
- mixture model
- variational methods
- closed form
- upper bound
- exponential family
- lower bound
- graphical models
- exact inference
- factor graphs
- text mining
- generative model
- belief networks
- probabilistic inference
- bayesian framework
- prior information
- approximate inference
- markov networks
- worst case
- machine learning