Variational Inference via Transformations on Distributions.
Siddhartha SaxenaShibhansh DohareJaivardhan KapoorPublished in: CoRR (2017)
Keyphrases
- variational inference
- exponential family
- dirichlet process
- bayesian inference
- posterior distribution
- probabilistic graphical models
- variational methods
- mixture model
- closed form
- probability distribution
- topic models
- gaussian process
- maximum likelihood
- density estimation
- graphical models
- probabilistic model
- log likelihood
- latent dirichlet allocation
- missing values
- statistical models
- approximate inference
- belief propagation
- exact inference
- random variables
- factor graphs
- optic flow
- pairwise
- co occurrence
- level set
- gaussian distribution
- bayesian networks