Double-Chain Unscented Expectation Propagation for Inference in Stochastic Dynamical Models of Biological Processes.
Hao WuStefan BernhardPublished in: IWBBIO (2013)
Keyphrases
- expectation propagation
- gaussian process
- bayesian inference
- approximate inference
- gaussian processes
- model selection
- density estimation
- hyperparameters
- bayesian framework
- regression model
- particle filter
- latent variables
- particle filtering
- bayesian methods
- kalman filter
- probabilistic model
- data mining
- semi supervised
- pairwise
- statistical models
- probabilistic inference
- maximum likelihood
- bayesian networks