On Identifying Total Effects in the Presence of Latent Variables and Selection bias
Zhihong CaiManabu KurokiPublished in: CoRR (2012)
Keyphrases
- latent variables
- probabilistic model
- random variables
- prior knowledge
- posterior distribution
- variational bayes
- hierarchical model
- structural svms
- latent variable models
- approximate inference
- max margin
- hidden variables
- topic models
- gaussian process
- factor graphs
- observed variables
- real valued
- structured prediction
- latent space
- databases
- conditionally independent
- structural svm
- generative model
- graphical models