Discovering Cyclic Causal Models with Latent Variables: A General SAT-Based Procedure.
Antti HyttinenPatrik O. HoyerFrederick EberhardtMatti JärvisaloPublished in: UAI (2013)
Keyphrases
- latent variables
- causal models
- observed variables
- causal relationships
- structural model
- probabilistic model
- random variables
- prior knowledge
- posterior distribution
- observational data
- dependency graphs
- conditional independence
- causal discovery
- hidden variables
- latent variable models
- linear non gaussian
- tractable cases
- data sets
- causal relations
- topic models
- heuristic search
- structural equation models
- approximate inference
- directed acyclic graph
- gaussian process