Online but Accurate Inference for Latent Variable Models with Local Gibbs Sampling.
Christophe DupuyFrancis R. BachPublished in: J. Mach. Learn. Res. (2017)
Keyphrases
- gibbs sampling
- latent variable models
- latent dirichlet allocation
- topic models
- latent variables
- approximate inference
- exact inference
- markov chain
- generative model
- em algorithm
- belief networks
- parameter estimation
- graphical models
- hidden variables
- text mining
- maximum likelihood
- bayesian networks
- markov chain monte carlo
- probabilistic model
- hidden markov models
- training set