Laplacian Black Box Variational Inference.
Xiaopeng XuChuancai LiuXiaochun ZhangPublished in: BDIOT (2017)
Keyphrases
- black box
- variational inference
- bayesian inference
- topic models
- posterior distribution
- latent dirichlet allocation
- gaussian process
- probabilistic model
- probabilistic graphical models
- variational methods
- mixture model
- closed form
- black boxes
- exponential family
- white box
- factor graphs
- approximate inference
- latent variables
- graphical models
- regression model
- edge detection
- hyperparameters
- exact inference
- test cases
- text mining
- probability distribution
- expectation maximization
- generative model
- density estimation
- optical flow
- pairwise
- machine learning