On Identifying Total Effects in the Presence of Latent Variables and Selection bias.
Manabu KurokiZhihong CaiPublished in: UAI (2008)
Keyphrases
- latent variables
- probabilistic model
- random variables
- latent variable models
- posterior distribution
- prior knowledge
- topic models
- gaussian process
- hierarchical model
- max margin
- real valued
- approximate inference
- hidden variables
- structural svms
- structural svm
- variational bayes
- generative model
- structured output
- observed variables
- markov random field
- structured prediction
- multi class
- data analysis
- decision trees
- artificial intelligence
- data sets