Tractable Inference for Complex Stochastic Processes
Xavier BoyenDaphne KollerPublished in: CoRR (2013)
Keyphrases
- stochastic processes
- dynamic bayesian networks
- stochastic process
- random fields
- probability distribution
- bayesian networks
- particle filtering
- complex systems
- probabilistic inference
- markov processes
- parameter estimation
- random variables
- conditional random fields
- belief networks
- conditional probabilities
- continuous time bayesian networks
- structure learning
- information retrieval
- bayesian framework
- markov chain
- probabilistic model
- image segmentation