Gibbs Sampling in Factorized Continuous-Time Markov Processes.
Tal El-HayNir FriedmanRaz KupfermanPublished in: UAI (2008)
Keyphrases
- markov processes
- gibbs sampling
- markov chain
- markov process
- continuous time bayesian networks
- markov chain monte carlo
- monte carlo
- state space
- stochastic process
- stationary distribution
- topic models
- stochastic processes
- expectation maximization
- belief networks
- latent dirichlet allocation
- non stationary
- parameter estimation
- em algorithm
- probabilistic model
- random fields
- approximate inference