Learning Linear Non-Gaussian Causal Models in the Presence of Latent Variables.
Saber SalehkaleybarAmirEmad GhassamiNegar KiyavashKun ZhangPublished in: CoRR (2019)
Keyphrases
- causal models
- latent variables
- causal discovery
- causal structure
- causal relationships
- structural model
- probabilistic model
- hidden variables
- learning process
- prior knowledge
- observed variables
- structured output
- latent variable models
- structured prediction
- online learning
- structural svms
- observational data
- structural equation models
- linear non gaussian
- latent space
- state space
- np hard
- reinforcement learning
- causal ordering
- databases