Tractable structure search in the presence of latent variables.
Thomas RichardsonHeiko BailerMoulinath BanarjeesPublished in: AISTATS (1999)
Keyphrases
- latent variables
- probabilistic model
- prior knowledge
- hidden variables
- random variables
- hierarchical model
- search space
- real valued
- posterior distribution
- factor graphs
- gaussian process
- latent structure
- approximate inference
- topic models
- bayesian inference
- structured prediction
- latent variable models
- generative model
- data sets