Advances in Variational Inference.
Cheng ZhangJudith BütepageHedvig KjellströmStephan MandtPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2019)
Keyphrases
- variational inference
- bayesian inference
- topic models
- posterior distribution
- probabilistic model
- gaussian process
- probabilistic graphical models
- latent dirichlet allocation
- variational methods
- mixture model
- exponential family
- closed form
- approximate inference
- exact inference
- factor graphs
- prior information
- graphical models
- probability distribution
- latent variables
- data mining
- bayesian framework
- bayesian networks
- belief propagation