Stable Bayesian Parameter Estimation for Biological Dynamical Systems.
Alberto Giovanni BusettoJoachim M. BuhmannPublished in: CSE (1) (2009)
Keyphrases
- dynamical systems
- parameter estimation
- posterior distribution
- maximum likelihood
- bayesian model selection
- model selection
- least squares
- markov random field
- dynamic systems
- parameter estimation algorithm
- nonlinear dynamical systems
- em algorithm
- markov fields
- statistical models
- random fields
- expectation maximization
- approximate inference
- state space
- phase space
- bayesian networks
- estimation problems
- maximum a posteriori
- bayesian inference
- posterior probability
- optical flow
- image segmentation