D-MFVI: Distributed Mean Field Variational Inference using Bregman ADMM.
Behnam Babagholami-MohamadabadiSejong YoonVladimir PavlovicPublished in: CoRR (2015)
Keyphrases
- variational inference
- bayesian inference
- variational approximation
- topic models
- total variation
- posterior distribution
- variational methods
- probabilistic model
- probabilistic graphical models
- mixture model
- closed form
- gaussian process
- latent dirichlet allocation
- distributed systems
- exponential family
- image restoration
- approximate inference
- graphical models
- exact inference
- factor graphs
- em algorithm
- hyperparameters
- multiscale
- latent variables
- prior information
- markov networks
- optic flow
- denoising
- probability distribution
- support vector
- hidden variables
- least squares
- markov chain monte carlo
- random sampling
- expectation maximization
- generative model