Bayesian inference for higher-order ordinary differential equation models.
Prithwish BhaumikSubhashis GhosalPublished in: J. Multivar. Anal. (2017)
Keyphrases
- bayesian inference
- higher order
- probabilistic model
- ordinary differential equations
- gibbs sampler
- hidden variables
- bayesian models
- prior information
- variational inference
- complex systems
- dynamic systems
- data sets
- hyperparameters
- high order
- differential equations
- numerical solution
- statistical models
- natural images
- expectation propagation
- particle filter
- multiscale