Mean Field Variational Approximation for Continuous-Time Bayesian Networks.
Ido CohnTal El-HayNir FriedmanRaz KupfermanPublished in: J. Mach. Learn. Res. (2010)
Keyphrases
- continuous time bayesian networks
- variational approximation
- markov processes
- approximate inference
- latent variables
- exact inference
- finite state
- kullback leibler
- bayesian inference
- bayesian networks
- stochastic processes
- em algorithm
- queueing networks
- random fields
- approximation algorithms
- variational bayes
- higher order
- semi supervised