Mean Field Variational Approximation for Continuous-Time Bayesian Networks.
Ido CohnTal El-HayNir FriedmanRaz KupfermanPublished in: UAI (2009)
Keyphrases
- continuous time bayesian networks
- variational approximation
- markov processes
- em algorithm
- approximate inference
- bayesian inference
- stochastic processes
- latent variables
- exact inference
- finite state
- variational inference
- kullback leibler
- probabilistic model
- variational bayes
- closed form
- variational methods
- markov chain monte carlo
- approximation algorithms
- probability distribution
- clustering algorithm