On Identifying Total Effects in the Presence of Latent Variables and Selection bias.
Zhihong CaiManabu KurokiPublished in: UAI (2008)
Keyphrases
- latent variables
- probabilistic model
- posterior distribution
- random variables
- prior knowledge
- latent variable models
- real valued
- hierarchical model
- variational bayes
- hidden variables
- structural svms
- approximate inference
- max margin
- topic models
- structured prediction
- factor graphs
- gaussian process
- structured output
- observed variables
- conditionally independent
- generative model