A Decomposition Strategy for the Variational Inference of Complex Systems.
José M. Laínez-AguirreLinas MockusSeza OrçunGary BlauGintaras V. ReklaitisPublished in: Technometrics (2016)
Keyphrases
- complex systems
- variational inference
- dynamic systems
- bayesian inference
- posterior distribution
- probabilistic graphical models
- topic models
- probabilistic model
- mixture model
- variational methods
- latent dirichlet allocation
- gaussian process
- exact inference
- multi agent systems
- closed form
- first order logic
- graphical models
- exponential family
- bayesian framework
- approximate inference
- prior knowledge