New approach for microkinetic mean-field modelling using latent variables.
Jonas SjöblomDerek CreaserPublished in: Comput. Chem. Eng. (2007)
Keyphrases
- latent variables
- posterior distribution
- variational approximation
- probabilistic model
- exact inference
- latent variable models
- prior knowledge
- real valued
- topic models
- bayesian inference
- approximate inference
- hidden variables
- random variables
- gaussian process
- variational bayes
- hierarchical model
- variational inference
- observed variables
- markov random field
- structural svms
- graphical models
- variational methods
- conditionally independent
- factor graphs
- belief networks
- probabilistic graphical models
- latent space
- markov networks
- undirected graphical models
- structural svm
- max margin
- free energy
- bayesian framework
- closed form
- parameter estimation
- causal relationships
- markov chain monte carlo
- data sets