Gaussian Process Structural Equation Models with Latent Variables.
Ricardo Bezerra de Andrade e SilvaRobert B. GramacyPublished in: UAI (2010)
Keyphrases
- latent variables
- gaussian process
- structural equation models
- causal effects
- gaussian processes
- observational data
- probabilistic model
- causal models
- causal relationships
- approximate inference
- posterior distribution
- topic models
- random variables
- latent variable models
- prior knowledge
- variational bayes
- directed acyclic graph
- causal relations
- graphical models
- image segmentation
- prior information
- causal discovery