Online but Accurate Inference for Latent Variable Models with Local Gibbs Sampling.
Christophe DupuyFrancis R. BachPublished in: CoRR (2016)
Keyphrases
- gibbs sampling
- latent variable models
- latent dirichlet allocation
- topic models
- latent variables
- exact inference
- approximate inference
- em algorithm
- belief networks
- markov chain
- generative model
- parameter estimation
- text mining
- expectation maximization
- hidden variables
- markov chain monte carlo
- maximum likelihood
- prior knowledge
- image segmentation
- co occurrence
- probabilistic model
- active learning
- learning problems
- bayesian networks
- markov random field
- information retrieval
- graphical models