Gaussian Process Structural Equation Models with Latent Variables.
Ricardo Bezerra de Andrade e SilvaRobert B. GramacyPublished in: CoRR (2014)
Keyphrases
- latent variables
- gaussian process
- structural equation models
- causal effects
- gaussian processes
- probabilistic model
- observational data
- posterior distribution
- approximate inference
- causal relationships
- prior knowledge
- causal models
- latent variable models
- random variables
- topic models
- directed acyclic graph
- variational bayes
- latent space
- graphical models