ADMM-based Networked Stochastic Variational Inference.
Hamza AnwarQuanyan ZhuPublished in: CoRR (2018)
Keyphrases
- variational inference
- bayesian inference
- topic models
- probabilistic graphical models
- variational methods
- probabilistic model
- gaussian process
- posterior distribution
- closed form
- latent dirichlet allocation
- mixture model
- exponential family
- graphical models
- hyperparameters
- factor graphs
- total variation
- monte carlo
- belief propagation
- approximate inference
- prior knowledge
- prior information
- convex optimization
- markov networks
- generative model
- exact inference