Fitting sparse Markov models through a collapsed Gibbs sampler.
Iris BennettDonald E. K. MartinSoumendra Nath LahiriPublished in: Comput. Stat. (2023)
Keyphrases
- markov models
- gibbs sampler
- random fields
- maximum entropy
- markov model
- markov chain
- bayesian inference
- conditional random fields
- higher order
- hidden markov models
- gibbs sampling
- posterior distribution
- parameter estimation
- markov random field
- topic models
- least squares
- markov chain monte carlo
- state space
- statistical model
- latent dirichlet allocation