Causal Structure Discovery between Clusters of Nodes Induced by Latent Factors.
Chandler SquiresAnnie YunEshaan NichaniRaj AgrawalCaroline UhlerPublished in: CLeaR (2022)
Keyphrases
- causal structure
- causal discovery
- latent factors
- observational data
- causal relationships
- causal models
- discovery process
- latent variables
- factor analysis
- clustering algorithm
- matrix factorization
- experimental data
- cluster analysis
- bayesian networks
- directed acyclic graph
- directed graph
- causal graph
- data points
- conditional independence
- causal relations
- real world
- co occurrence
- knowledge discovery
- data mining