Learning the Causal Structure of Copula Models with Latent Variables.
Ruifei CuiPerry GrootMoritz SchauerTom HeskesPublished in: UAI (2018)
Keyphrases
- causal structure
- latent variables
- latent variable models
- hidden variables
- observational data
- structured prediction
- prior knowledge
- probabilistic model
- causal relationships
- experimental data
- learning algorithm
- causal models
- causal bayesian networks
- data mining
- causal discovery
- structural svms
- supervised learning
- learning process
- causal graph
- probability distribution