The equivalence between Stein variational gradient descent and black-box variational inference.
Casey ChuKentaro MinamiKenji FukumizuPublished in: CoRR (2020)
Keyphrases
- black box
- variational inference
- variational methods
- bayesian inference
- optic flow
- black boxes
- probabilistic model
- gaussian process
- white box
- approximate inference
- level set
- closed form
- topic models
- mixture model
- test cases
- exponential family
- latent dirichlet allocation
- optical flow estimation
- optical flow
- probabilistic graphical models
- posterior distribution
- curve evolution
- exact inference
- graphical models
- databases
- object oriented
- prior knowledge
- least squares
- image segmentation
- conditional random fields
- factor graphs
- learning algorithm
- data sets