Provable Bayesian Inference via Particle Mirror Descent.
Bo DaiNiao HeHanjun DaiLe SongPublished in: AISTATS (2016)
Keyphrases
- bayesian inference
- probabilistic model
- prior information
- hyperparameters
- variational inference
- hierarchical bayesian
- bayesian model
- particle filter
- statistical inference
- weighted model counting
- variational bayes
- probabilistic modeling
- hidden variables
- field of view
- prior distribution
- gibbs sampler
- markov chain monte carlo
- graph cuts
- graphical models
- expectation propagation
- markov random field
- image segmentation