A Non-Gaussian Approach for Causal Discovery in the Presence of Hidden Common Causes.
Shohei ShimizuPublished in: AMBN@JSAI-isAI (2015)
Keyphrases
- causal discovery
- causal models
- causal relationships
- discovery process
- causal structure
- bayesian networks
- directed acyclic graph
- conditional independence
- non stationary
- markov blanket
- high dimensional data
- observational data
- independent component analysis
- databases
- graphical models
- knowledge discovery
- probabilistic model
- prior knowledge
- machine learning
- data mining
- real world