Causal Discovery Using Proxy Variables.
Mateo Rojas-CarullaMarco BaroniDavid Lopez-PazPublished in: ICLR (Workshop) (2018)
Keyphrases
- causal discovery
- causal relationships
- causal models
- causal structure
- markov blanket
- directed acyclic graph
- observational data
- bayesian networks
- causal relations
- discovery process
- causal ordering
- conditional independence
- data mining
- causal graph
- linear non gaussian
- structural equation models
- influence diagrams
- random variables
- reinforcement learning
- experimental data
- graphical models
- special case
- lower bound
- real world